人脸生成（Face Generation）¶
在该项目中，你将使用生成式对抗网络（Generative Adversarial Nets）来生成新的人脸图像。
获取数据¶
该项目将使用以下数据集：
- MNIST
- CelebA
由于 CelebA 数据集比较复杂，而且这是你第一次使用 GANs。我们想让你先在 MNIST 数据集上测试你的 GANs 模型，以让你更快的评估所建立模型的性能。
如果你在使用 FloydHub, 请将 data_dir 设置为 "/input" 并使用 FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
In [13]:
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
In [14]:
show_n_images = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
Out[14]:
<matplotlib.image.AxesImage at 0x2b38d7fcef0>
CelebA¶
CelebFaces Attributes Dataset (CelebA) 是一个包含 20 多万张名人图片及相关图片说明的数据集。你将用此数据集生成人脸，不会用不到相关说明。你可以更改 show_n_images 探索此数据集。
In [15]:
show_n_images = 25
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
Out[15]:
<matplotlib.image.AxesImage at 0x2b38d867358>
预处理数据（Preprocess the Data）¶
由于该项目的重点是建立 GANs 模型，我们将为你预处理数据。
经过数据预处理，MNIST 和 CelebA 数据集的值在 28×28 维度图像的 [-0.5, 0.5] 范围内。CelebA 数据集中的图像裁剪了非脸部的图像部分，然后调整到 28x28 维度。
MNIST 数据集中的图像是单通道的黑白图像，CelebA 数据集中的图像是 三通道的 RGB 彩色图像。
建立神经网络（Build the Neural Network）¶
你将通过部署以下函数来建立 GANs 的主要组成部分:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrain
检查 TensorFlow 版本并获取 GPU 型号¶
检查你是否使用正确的 TensorFlow 版本，并获取 GPU 型号
In [16]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.0
C:\ProgramData\Anaconda2\envs\tensorflow\lib\site-packages\ipykernel_launcher.py:14: UserWarning: No GPU found. Please use a GPU to train your neural network.
输入（Input）¶
部署 model_inputs 函数以创建用于神经网络的 占位符 (TF Placeholders)。请创建以下占位符：
- 输入图像占位符: 使用
image_width，image_height和image_channels设置为 rank 4。 - 输入 Z 占位符: 设置为 rank 2，并命名为
z_dim。 - 学习速率占位符: 设置为 rank 0。
返回占位符元组的形状为 (tensor of real input images, tensor of z data, learning rate)。
In [17]:
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
input_real = tf.placeholder(tf.float32, (None, image_width, image_height, image_channels), name='input_real')
input_z = tf.placeholder(tf.float32, (None, z_dim), name="input_z")
lr = tf.placeholder(tf.float32, name="learning_rate")
return (input_real, input_z, lr)
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
辨别器（Discriminator）¶
部署 discriminator 函数创建辨别器神经网络以辨别 images。该函数应能够重复使用神经网络中的各种变量。 在 tf.variable_scope 中使用 "discriminator" 的变量空间名来重复使用该函数中的变量。
该函数应返回形如 (tensor output of the discriminator, tensor logits of the discriminator) 的元组。
In [18]:
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param image: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
# TODO: Implement Function
with tf.variable_scope('discriminator', reuse=reuse):
alpha = 0.2
x1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same')
relu1 = tf.maximum(alpha * x1, x1)
x2 = tf.layers.conv2d(relu1, 128, 5, strides=2, padding='same')
bn2 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(alpha * bn2, bn2)
x3 = tf.layers.conv2d(relu2, 256, 5, strides=2, padding='same')
bn3 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(alpha * bn3, bn3)
flat = tf.reshape(relu3, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
out = tf.sigmoid(logits)
return out, logits
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_discriminator(discriminator, tf)
Tests Passed
生成器（Generator）¶
部署 generator 函数以使用 z 生成图像。该函数应能够重复使用神经网络中的各种变量。
在 tf.variable_scope 中使用 "generator" 的变量空间名来重复使用该函数中的变量。
该函数应返回所生成的 28 x 28 x out_channel_dim 维度图像。
In [19]:
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# TODO: Implement Function
with tf.variable_scope('generator', reuse= not is_train):
alpha = 0.2
x1 = tf.layers.dense(z, 7 * 7 * 256)
x1 = tf.reshape(x1, (-1, 7, 7, 256))
x1 = tf.layers.batch_normalization(x1, training=is_train)
x1 = tf.maximum(alpha * x1, x1)
x2 = tf.layers.conv2d_transpose(x1, 128, 5, strides=2, padding='same')
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = tf.maximum(alpha * x2, x2)
x3 = tf.layers.conv2d_transpose(x2, 64, 5, strides=2, padding='same')
x3 = tf.layers.batch_normalization(x3, training=is_train)
x3 = tf.maximum(alpha * x3, x3)
logits = tf.layers.conv2d_transpose(x3, out_channel_dim, 5, strides=1, padding='same')
out = tf.tanh(logits)
return out
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed
损失函数（Loss）¶
部署 model_loss 函数训练并计算 GANs 的损失。该函数应返回形如 (discriminator loss, generator loss) 的元组。
使用你已实现的函数：
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)
In [20]:
def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
g_model = generator(input_z, out_channel_dim)
d_model_real, d_logits_real = discriminator(input_real, reuse=False)
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
smooth = 0.1
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)*(1-smooth)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)*(1-smooth)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)*(1-smooth)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
优化（Optimization）¶
部署 model_opt 函数实现对 GANs 的优化。使用 tf.trainable_variables 获取可训练的所有变量。通过变量空间名 discriminator 和 generator 来过滤变量。该函数应返回形如 (discriminator training operation, generator training operation) 的元组。
In [21]:
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# TODO: Implement Function
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
update_ops = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
gen_updates = [opt for opt in update_ops if opt.name.startswith('generator')]
d_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
with tf.control_dependencies(gen_updates):
g_train_opt = tf.train.AdamOptimizer(learning_rate=learning_rate,beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed
In [22]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
训练¶
部署 train 函数以建立并训练 GANs 模型。记得使用以下你已完成的函数：
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)
使用 show_generator_output 函数显示 generator 在训练过程中的输出。
注意：在每个批次 (batch) 中运行 show_generator_output 函数会显著增加训练时间与该 notebook 的体积。推荐每 100 批次输出一次 generator 的输出。
In [23]:
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
if(data_image_mode == 'RGB'):
image_channels = 3
else:
image_channels = 1
image_width = data_shape[1]
image_height = data_shape[2]
input_real, input_z, lr = model_inputs(image_width, image_height, image_channels, z_dim)
d_loss,g_loss = model_loss(input_real, input_z, image_channels)
d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
batch_num = 0
samples, losses = [], []
g_vars = [var for var in tf.trainable_variables() if var.name.startswith('generator')]
saver = tf.train.Saver(var_list=g_vars)
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
for batch_images in get_batches(batch_size):
# TODO: Train Model
# Sample random noise for G
# Scale images between -1 and 1
batch_images *= 2.0
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
# Run optimizers
_ = sess.run(d_train_opt, feed_dict={input_real: batch_images, input_z: batch_z})
_ = sess.run(g_train_opt, feed_dict={input_z: batch_z})
batch_num += 1
if (batch_num%100 == 0):
show_generator_output(sess=sess,
image_mode=data_image_mode,
input_z=input_z,
n_images=10,
out_channel_dim=image_channels)
# At the end of each epoch, get the losses and print them out
train_loss_d = sess.run(d_loss, {input_z: batch_z, input_real: batch_images})
train_loss_g = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epochs),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
# Save losses to view after training
losses.append((train_loss_d, train_loss_g))
saver.save(sess, './trainSaver/generator.ckpt')
MNIST¶
在 MNIST 上测试你的 GANs 模型。经过 2 次迭代，GANs 应该能够生成类似手写数字的图像。确保生成器 (generator) 低于辨别器 (discriminator) 的损失，或接近 0。
In [24]:
batch_size = 32
z_dim = 100
learning_rate = 0.0005
beta1 = 0.4
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
Epoch 1/2... Discriminator Loss: 4.6589... Generator Loss: 0.4213 Epoch 1/2... Discriminator Loss: 1.1636... Generator Loss: 3.8629 Epoch 1/2... Discriminator Loss: 4.2636... Generator Loss: 0.4024 Epoch 1/2... Discriminator Loss: 0.3948... Generator Loss: 4.2777 Epoch 1/2... Discriminator Loss: 0.6132... Generator Loss: 2.6594 Epoch 1/2... Discriminator Loss: 4.7807... Generator Loss: 0.4545 Epoch 1/2... Discriminator Loss: 3.0989... Generator Loss: 8.6483 Epoch 1/2... Discriminator Loss: 4.4875... Generator Loss: 0.4295 Epoch 1/2... Discriminator Loss: 0.7310... Generator Loss: 6.4639 Epoch 1/2... Discriminator Loss: 1.8950... Generator Loss: 0.7625 Epoch 1/2... Discriminator Loss: 1.6503... Generator Loss: 2.7921 Epoch 1/2... Discriminator Loss: 6.4421... Generator Loss: 0.5929 Epoch 1/2... Discriminator Loss: 2.2808... Generator Loss: 4.0713 Epoch 1/2... Discriminator Loss: 3.1125... Generator Loss: 0.4159 Epoch 1/2... Discriminator Loss: 1.1247... Generator Loss: 2.3055 Epoch 1/2... Discriminator Loss: 2.7809... Generator Loss: 0.3854 Epoch 1/2... Discriminator Loss: 3.3121... Generator Loss: 4.8539 Epoch 1/2... Discriminator Loss: 4.4739... Generator Loss: 0.4160 Epoch 1/2... Discriminator Loss: 1.8528... Generator Loss: 4.2791 Epoch 1/2... Discriminator Loss: 2.0714... Generator Loss: 0.5293 Epoch 1/2... Discriminator Loss: 1.8864... Generator Loss: 1.8384 Epoch 1/2... Discriminator Loss: 1.4183... Generator Loss: 1.0865 Epoch 1/2... Discriminator Loss: 3.4465... Generator Loss: 0.5563 Epoch 1/2... Discriminator Loss: 3.5116... Generator Loss: 4.1129 Epoch 1/2... Discriminator Loss: 3.8909... Generator Loss: 0.4247 Epoch 1/2... Discriminator Loss: 2.0345... Generator Loss: 1.5103 Epoch 1/2... Discriminator Loss: 2.7450... Generator Loss: 0.3804 Epoch 1/2... Discriminator Loss: 1.7828... Generator Loss: 1.3900 Epoch 1/2... Discriminator Loss: 2.5590... Generator Loss: 0.3853 Epoch 1/2... Discriminator Loss: 1.4588... Generator Loss: 1.6250 Epoch 1/2... Discriminator Loss: 1.8688... Generator Loss: 0.4765 Epoch 1/2... Discriminator Loss: 1.4882... Generator Loss: 0.9243 Epoch 1/2... Discriminator Loss: 1.3011... Generator Loss: 0.7574 Epoch 1/2... Discriminator Loss: 1.4462... Generator Loss: 0.6412 Epoch 1/2... Discriminator Loss: 1.1324... Generator Loss: 1.2258 Epoch 1/2... Discriminator Loss: 1.5017... Generator Loss: 0.6551 Epoch 1/2... Discriminator Loss: 1.4701... Generator Loss: 0.7174 Epoch 1/2... Discriminator Loss: 1.4516... Generator Loss: 0.7058 Epoch 1/2... Discriminator Loss: 1.3325... Generator Loss: 0.8968 Epoch 1/2... Discriminator Loss: 1.8218... Generator Loss: 0.4647 Epoch 1/2... Discriminator Loss: 1.5536... Generator Loss: 1.4772 Epoch 1/2... Discriminator Loss: 2.5436... Generator Loss: 0.3367 Epoch 1/2... Discriminator Loss: 1.9898... Generator Loss: 2.3753 Epoch 1/2... Discriminator Loss: 1.9959... Generator Loss: 0.4217 Epoch 1/2... Discriminator Loss: 1.4565... Generator Loss: 1.0452 Epoch 1/2... Discriminator Loss: 1.6451... Generator Loss: 0.5174 Epoch 1/2... Discriminator Loss: 1.5485... Generator Loss: 0.6150 Epoch 1/2... Discriminator Loss: 1.4539... Generator Loss: 0.7214 Epoch 1/2... Discriminator Loss: 1.7068... Generator Loss: 0.5319 Epoch 1/2... Discriminator Loss: 1.4215... Generator Loss: 1.0115 Epoch 1/2... Discriminator Loss: 1.8274... Generator Loss: 0.4295 Epoch 1/2... Discriminator Loss: 1.6181... Generator Loss: 1.0975 Epoch 1/2... Discriminator Loss: 1.7731... Generator Loss: 0.4660 Epoch 1/2... Discriminator Loss: 1.4720... Generator Loss: 0.6577 Epoch 1/2... Discriminator Loss: 1.4101... Generator Loss: 0.8190 Epoch 1/2... Discriminator Loss: 1.8194... Generator Loss: 0.4269 Epoch 1/2... Discriminator Loss: 1.3883... Generator Loss: 0.8693 Epoch 1/2... Discriminator Loss: 1.7178... Generator Loss: 0.5356 Epoch 1/2... Discriminator Loss: 1.6401... Generator Loss: 0.5373 Epoch 1/2... Discriminator Loss: 1.8037... Generator Loss: 0.4696 Epoch 1/2... Discriminator Loss: 1.7155... Generator Loss: 0.9438 Epoch 1/2... Discriminator Loss: 2.1207... Generator Loss: 0.3668 Epoch 1/2... Discriminator Loss: 2.0459... Generator Loss: 1.9714 Epoch 1/2... Discriminator Loss: 2.0179... Generator Loss: 0.3749 Epoch 1/2... Discriminator Loss: 1.6825... Generator Loss: 0.8253 Epoch 1/2... Discriminator Loss: 1.6398... Generator Loss: 0.6408 Epoch 1/2... Discriminator Loss: 1.8306... Generator Loss: 0.4680 Epoch 1/2... Discriminator Loss: 1.6129... Generator Loss: 0.7778 Epoch 1/2... Discriminator Loss: 1.6767... Generator Loss: 0.5351 Epoch 1/2... Discriminator Loss: 1.6855... Generator Loss: 0.5127 Epoch 1/2... Discriminator Loss: 1.6464... Generator Loss: 1.1052 Epoch 1/2... Discriminator Loss: 1.9829... Generator Loss: 0.4163 Epoch 1/2... Discriminator Loss: 1.5470... Generator Loss: 1.2497 Epoch 1/2... Discriminator Loss: 1.7602... Generator Loss: 0.4358 Epoch 1/2... Discriminator Loss: 1.4623... Generator Loss: 0.8727 Epoch 1/2... Discriminator Loss: 1.5525... Generator Loss: 0.5574 Epoch 1/2... Discriminator Loss: 1.4218... Generator Loss: 0.8842 Epoch 1/2... Discriminator Loss: 1.7411... Generator Loss: 0.4575 Epoch 1/2... Discriminator Loss: 1.6866... Generator Loss: 0.5642 Epoch 1/2... Discriminator Loss: 1.4675... Generator Loss: 0.8662 Epoch 1/2... Discriminator Loss: 1.8295... Generator Loss: 0.4094 Epoch 1/2... Discriminator Loss: 1.5834... Generator Loss: 1.2147 Epoch 1/2... Discriminator Loss: 1.6885... Generator Loss: 0.4517 Epoch 1/2... Discriminator Loss: 1.5408... Generator Loss: 0.9184 Epoch 1/2... Discriminator Loss: 1.6909... Generator Loss: 0.5132 Epoch 1/2... Discriminator Loss: 1.5947... Generator Loss: 0.7321 Epoch 1/2... Discriminator Loss: 1.4108... Generator Loss: 0.6495 Epoch 1/2... Discriminator Loss: 1.3780... Generator Loss: 0.8931 Epoch 1/2... Discriminator Loss: 1.3912... Generator Loss: 0.5613 Epoch 1/2... Discriminator Loss: 1.3420... Generator Loss: 0.9386 Epoch 1/2... Discriminator Loss: 1.4889... Generator Loss: 0.6293 Epoch 1/2... Discriminator Loss: 1.3600... Generator Loss: 0.7539 Epoch 1/2... Discriminator Loss: 1.5761... Generator Loss: 0.5853 Epoch 1/2... Discriminator Loss: 1.4681... Generator Loss: 0.7481 Epoch 1/2... Discriminator Loss: 1.7065... Generator Loss: 0.4422 Epoch 1/2... Discriminator Loss: 1.6484... Generator Loss: 1.0294 Epoch 1/2... Discriminator Loss: 1.7185... Generator Loss: 0.4283 Epoch 1/2... Discriminator Loss: 1.4969... Generator Loss: 1.4800 Epoch 1/2... Discriminator Loss: 1.6675... Generator Loss: 0.4627
Epoch 1/2... Discriminator Loss: 1.4972... Generator Loss: 1.1276 Epoch 1/2... Discriminator Loss: 1.5610... Generator Loss: 0.5803 Epoch 1/2... Discriminator Loss: 1.8757... Generator Loss: 0.4194 Epoch 1/2... Discriminator Loss: 1.6375... Generator Loss: 1.1084 Epoch 1/2... Discriminator Loss: 1.8080... Generator Loss: 0.4563 Epoch 1/2... Discriminator Loss: 1.6356... Generator Loss: 0.8592 Epoch 1/2... Discriminator Loss: 1.5933... Generator Loss: 0.5722 Epoch 1/2... Discriminator Loss: 1.2781... Generator Loss: 0.8279 Epoch 1/2... Discriminator Loss: 1.2276... Generator Loss: 0.8019 Epoch 1/2... Discriminator Loss: 1.3624... Generator Loss: 0.6659 Epoch 1/2... Discriminator Loss: 1.3988... Generator Loss: 0.7107 Epoch 1/2... Discriminator Loss: 1.4663... Generator Loss: 0.6878 Epoch 1/2... Discriminator Loss: 1.2696... Generator Loss: 0.8208 Epoch 1/2... Discriminator Loss: 1.3358... Generator Loss: 0.6276 Epoch 1/2... Discriminator Loss: 1.4245... Generator Loss: 0.6118 Epoch 1/2... Discriminator Loss: 1.2936... Generator Loss: 1.2188 Epoch 1/2... Discriminator Loss: 2.0487... Generator Loss: 0.3776 Epoch 1/2... Discriminator Loss: 1.5689... Generator Loss: 1.4772 Epoch 1/2... Discriminator Loss: 1.8363... Generator Loss: 0.4180 Epoch 1/2... Discriminator Loss: 1.4949... Generator Loss: 1.0542 Epoch 1/2... Discriminator Loss: 1.7855... Generator Loss: 0.4660 Epoch 1/2... Discriminator Loss: 1.5297... Generator Loss: 1.7118 Epoch 1/2... Discriminator Loss: 1.7483... Generator Loss: 0.4686 Epoch 1/2... Discriminator Loss: 1.2644... Generator Loss: 0.9556 Epoch 1/2... Discriminator Loss: 1.2263... Generator Loss: 0.8410 Epoch 1/2... Discriminator Loss: 1.4423... Generator Loss: 0.7086 Epoch 1/2... Discriminator Loss: 1.4307... Generator Loss: 0.6403 Epoch 1/2... Discriminator Loss: 1.4176... Generator Loss: 0.6283 Epoch 1/2... Discriminator Loss: 1.3798... Generator Loss: 0.8107 Epoch 1/2... Discriminator Loss: 1.2523... Generator Loss: 0.7903 Epoch 1/2... Discriminator Loss: 1.2954... Generator Loss: 0.7871 Epoch 1/2... Discriminator Loss: 1.3881... Generator Loss: 0.5629 Epoch 1/2... Discriminator Loss: 1.4062... Generator Loss: 0.8477 Epoch 1/2... Discriminator Loss: 1.2682... Generator Loss: 0.7624 Epoch 1/2... Discriminator Loss: 1.4234... Generator Loss: 0.5606 Epoch 1/2... Discriminator Loss: 1.3285... Generator Loss: 1.3977 Epoch 1/2... Discriminator Loss: 1.5617... Generator Loss: 0.4937 Epoch 1/2... Discriminator Loss: 1.2338... Generator Loss: 1.0488 Epoch 1/2... Discriminator Loss: 1.4632... Generator Loss: 0.5559 Epoch 1/2... Discriminator Loss: 1.3248... Generator Loss: 0.8915 Epoch 1/2... Discriminator Loss: 1.2896... Generator Loss: 0.7101 Epoch 1/2... Discriminator Loss: 1.2002... Generator Loss: 0.8031 Epoch 1/2... Discriminator Loss: 1.2609... Generator Loss: 1.0360 Epoch 1/2... Discriminator Loss: 1.1926... Generator Loss: 0.7353 Epoch 1/2... Discriminator Loss: 1.1954... Generator Loss: 0.8014 Epoch 1/2... Discriminator Loss: 1.0881... Generator Loss: 0.9593 Epoch 1/2... Discriminator Loss: 1.4485... Generator Loss: 0.5760 Epoch 1/2... Discriminator Loss: 1.2506... Generator Loss: 1.2423 Epoch 1/2... Discriminator Loss: 1.3564... Generator Loss: 0.6575 Epoch 1/2... Discriminator Loss: 1.5241... Generator Loss: 0.5558 Epoch 1/2... Discriminator Loss: 1.3034... Generator Loss: 1.0533 Epoch 1/2... Discriminator Loss: 1.7371... Generator Loss: 0.4753 Epoch 1/2... Discriminator Loss: 1.4711... Generator Loss: 1.1223 Epoch 1/2... Discriminator Loss: 1.6502... Generator Loss: 0.4652 Epoch 1/2... Discriminator Loss: 1.4977... Generator Loss: 0.9354 Epoch 1/2... Discriminator Loss: 1.5570... Generator Loss: 0.4654 Epoch 1/2... Discriminator Loss: 1.3221... Generator Loss: 1.3137 Epoch 1/2... Discriminator Loss: 1.4439... Generator Loss: 0.5330 Epoch 1/2... Discriminator Loss: 1.3745... Generator Loss: 0.7814 Epoch 1/2... Discriminator Loss: 1.2652... Generator Loss: 0.7280 Epoch 1/2... Discriminator Loss: 1.2479... Generator Loss: 0.7798 Epoch 1/2... Discriminator Loss: 1.4588... Generator Loss: 0.6132 Epoch 1/2... Discriminator Loss: 1.2062... Generator Loss: 0.7570 Epoch 1/2... Discriminator Loss: 1.2460... Generator Loss: 1.0408 Epoch 1/2... Discriminator Loss: 1.5171... Generator Loss: 0.5543 Epoch 1/2... Discriminator Loss: 1.3405... Generator Loss: 1.3050 Epoch 1/2... Discriminator Loss: 1.5739... Generator Loss: 0.5206 Epoch 1/2... Discriminator Loss: 1.2745... Generator Loss: 0.8419 Epoch 1/2... Discriminator Loss: 1.2729... Generator Loss: 0.8345 Epoch 1/2... Discriminator Loss: 1.3184... Generator Loss: 0.6597 Epoch 1/2... Discriminator Loss: 1.3702... Generator Loss: 0.6352 Epoch 1/2... Discriminator Loss: 1.2216... Generator Loss: 1.0417 Epoch 1/2... Discriminator Loss: 1.5909... Generator Loss: 0.5165 Epoch 1/2... Discriminator Loss: 1.2338... Generator Loss: 1.5455 Epoch 1/2... Discriminator Loss: 1.2667... Generator Loss: 0.7072 Epoch 1/2... Discriminator Loss: 1.3598... Generator Loss: 0.6209 Epoch 1/2... Discriminator Loss: 1.1281... Generator Loss: 1.3477 Epoch 1/2... Discriminator Loss: 1.3406... Generator Loss: 0.6473 Epoch 1/2... Discriminator Loss: 1.3320... Generator Loss: 0.7238 Epoch 1/2... Discriminator Loss: 1.1501... Generator Loss: 0.9089 Epoch 1/2... Discriminator Loss: 1.1009... Generator Loss: 0.8622 Epoch 1/2... Discriminator Loss: 1.2652... Generator Loss: 0.6345 Epoch 1/2... Discriminator Loss: 1.3947... Generator Loss: 1.4861 Epoch 1/2... Discriminator Loss: 1.6254... Generator Loss: 0.4520 Epoch 1/2... Discriminator Loss: 1.2505... Generator Loss: 1.5952 Epoch 1/2... Discriminator Loss: 1.2249... Generator Loss: 0.6455 Epoch 1/2... Discriminator Loss: 1.0005... Generator Loss: 1.2684 Epoch 1/2... Discriminator Loss: 1.2546... Generator Loss: 0.6823 Epoch 1/2... Discriminator Loss: 1.2142... Generator Loss: 0.7675 Epoch 1/2... Discriminator Loss: 1.1254... Generator Loss: 0.8622 Epoch 1/2... Discriminator Loss: 1.0999... Generator Loss: 0.8920 Epoch 1/2... Discriminator Loss: 1.4028... Generator Loss: 0.5654 Epoch 1/2... Discriminator Loss: 1.1687... Generator Loss: 1.3104 Epoch 1/2... Discriminator Loss: 1.4412... Generator Loss: 0.5384 Epoch 1/2... Discriminator Loss: 1.1714... Generator Loss: 1.1121 Epoch 1/2... Discriminator Loss: 1.2451... Generator Loss: 0.7207 Epoch 1/2... Discriminator Loss: 1.1789... Generator Loss: 0.9623 Epoch 1/2... Discriminator Loss: 1.2847... Generator Loss: 0.7275 Epoch 1/2... Discriminator Loss: 1.2895... Generator Loss: 0.6776 Epoch 1/2... Discriminator Loss: 0.9692... Generator Loss: 1.4277
Epoch 1/2... Discriminator Loss: 1.6034... Generator Loss: 0.4718 Epoch 1/2... Discriminator Loss: 1.1269... Generator Loss: 1.3033 Epoch 1/2... Discriminator Loss: 1.2720... Generator Loss: 0.6568 Epoch 1/2... Discriminator Loss: 1.1830... Generator Loss: 1.1870 Epoch 1/2... Discriminator Loss: 1.6805... Generator Loss: 0.4400 Epoch 1/2... Discriminator Loss: 1.3864... Generator Loss: 1.4642 Epoch 1/2... Discriminator Loss: 1.3574... Generator Loss: 0.5875 Epoch 1/2... Discriminator Loss: 1.2159... Generator Loss: 0.8890 Epoch 1/2... Discriminator Loss: 1.1376... Generator Loss: 1.0360 Epoch 1/2... Discriminator Loss: 1.3894... Generator Loss: 0.5802 Epoch 1/2... Discriminator Loss: 1.2385... Generator Loss: 1.1683 Epoch 1/2... Discriminator Loss: 1.2883... Generator Loss: 0.6083 Epoch 1/2... Discriminator Loss: 1.2085... Generator Loss: 1.2013 Epoch 1/2... Discriminator Loss: 1.6000... Generator Loss: 0.4627 Epoch 1/2... Discriminator Loss: 1.1542... Generator Loss: 1.3012 Epoch 1/2... Discriminator Loss: 1.3105... Generator Loss: 0.6517 Epoch 1/2... Discriminator Loss: 1.1279... Generator Loss: 1.0888 Epoch 1/2... Discriminator Loss: 1.2982... Generator Loss: 0.5931 Epoch 1/2... Discriminator Loss: 1.3000... Generator Loss: 1.2196 Epoch 1/2... Discriminator Loss: 1.4113... Generator Loss: 0.5505 Epoch 1/2... Discriminator Loss: 1.2946... Generator Loss: 1.3972 Epoch 1/2... Discriminator Loss: 1.4960... Generator Loss: 0.5835 Epoch 1/2... Discriminator Loss: 1.1417... Generator Loss: 1.0911 Epoch 1/2... Discriminator Loss: 1.1546... Generator Loss: 0.7833 Epoch 1/2... Discriminator Loss: 1.2775... Generator Loss: 0.6808 Epoch 1/2... Discriminator Loss: 1.2206... Generator Loss: 1.1796 Epoch 1/2... Discriminator Loss: 1.2235... Generator Loss: 0.6476 Epoch 1/2... Discriminator Loss: 1.0585... Generator Loss: 1.0578 Epoch 1/2... Discriminator Loss: 1.2317... Generator Loss: 0.6436 Epoch 1/2... Discriminator Loss: 1.0548... Generator Loss: 1.2967 Epoch 1/2... Discriminator Loss: 1.3156... Generator Loss: 0.6251 Epoch 1/2... Discriminator Loss: 1.0834... Generator Loss: 0.9333 Epoch 1/2... Discriminator Loss: 1.3053... Generator Loss: 0.6035 Epoch 1/2... Discriminator Loss: 1.2544... Generator Loss: 1.1494 Epoch 1/2... Discriminator Loss: 1.5865... Generator Loss: 0.4641 Epoch 1/2... Discriminator Loss: 1.1412... Generator Loss: 1.3178 Epoch 1/2... Discriminator Loss: 1.4973... Generator Loss: 0.5531 Epoch 1/2... Discriminator Loss: 1.0901... Generator Loss: 1.4353 Epoch 1/2... Discriminator Loss: 1.4665... Generator Loss: 0.5318 Epoch 1/2... Discriminator Loss: 1.0568... Generator Loss: 1.3053 Epoch 1/2... Discriminator Loss: 1.2471... Generator Loss: 0.6651 Epoch 1/2... Discriminator Loss: 1.2192... Generator Loss: 0.8312 Epoch 1/2... Discriminator Loss: 1.3583... Generator Loss: 0.5713 Epoch 1/2... Discriminator Loss: 1.1880... Generator Loss: 1.3808 Epoch 1/2... Discriminator Loss: 1.3625... Generator Loss: 0.6205 Epoch 1/2... Discriminator Loss: 1.1239... Generator Loss: 1.1509 Epoch 1/2... Discriminator Loss: 1.1784... Generator Loss: 0.6992 Epoch 1/2... Discriminator Loss: 1.2048... Generator Loss: 1.0881 Epoch 1/2... Discriminator Loss: 1.4167... Generator Loss: 0.5642 Epoch 1/2... Discriminator Loss: 1.2620... Generator Loss: 0.6782 Epoch 1/2... Discriminator Loss: 1.1420... Generator Loss: 1.3230 Epoch 1/2... Discriminator Loss: 1.4887... Generator Loss: 0.5220 Epoch 1/2... Discriminator Loss: 0.9876... Generator Loss: 1.8563 Epoch 1/2... Discriminator Loss: 1.3400... Generator Loss: 0.6834 Epoch 1/2... Discriminator Loss: 1.0200... Generator Loss: 0.8677 Epoch 1/2... Discriminator Loss: 1.0021... Generator Loss: 0.9323 Epoch 1/2... Discriminator Loss: 1.2588... Generator Loss: 0.6619 Epoch 1/2... Discriminator Loss: 1.0426... Generator Loss: 1.2657 Epoch 1/2... Discriminator Loss: 1.3931... Generator Loss: 0.5723 Epoch 1/2... Discriminator Loss: 1.1276... Generator Loss: 1.4960 Epoch 1/2... Discriminator Loss: 1.0441... Generator Loss: 0.9844 Epoch 1/2... Discriminator Loss: 1.7240... Generator Loss: 0.4317 Epoch 1/2... Discriminator Loss: 1.3332... Generator Loss: 1.8755 Epoch 1/2... Discriminator Loss: 1.4241... Generator Loss: 0.5608 Epoch 1/2... Discriminator Loss: 1.2465... Generator Loss: 0.7598 Epoch 1/2... Discriminator Loss: 1.1860... Generator Loss: 1.4176 Epoch 1/2... Discriminator Loss: 1.6382... Generator Loss: 0.4610 Epoch 1/2... Discriminator Loss: 1.1999... Generator Loss: 1.1644 Epoch 1/2... Discriminator Loss: 1.0931... Generator Loss: 0.9086 Epoch 1/2... Discriminator Loss: 1.4927... Generator Loss: 0.5132 Epoch 1/2... Discriminator Loss: 0.9564... Generator Loss: 1.1673 Epoch 1/2... Discriminator Loss: 0.9944... Generator Loss: 1.0574 Epoch 1/2... Discriminator Loss: 1.2127... Generator Loss: 0.7383 Epoch 1/2... Discriminator Loss: 0.9924... Generator Loss: 1.0221 Epoch 1/2... Discriminator Loss: 0.9841... Generator Loss: 1.1085 Epoch 1/2... Discriminator Loss: 1.7687... Generator Loss: 0.4197 Epoch 1/2... Discriminator Loss: 1.6048... Generator Loss: 2.1280 Epoch 1/2... Discriminator Loss: 1.5964... Generator Loss: 0.4800 Epoch 1/2... Discriminator Loss: 1.2375... Generator Loss: 0.8659 Epoch 1/2... Discriminator Loss: 1.0652... Generator Loss: 1.0742 Epoch 1/2... Discriminator Loss: 1.2080... Generator Loss: 0.6993 Epoch 1/2... Discriminator Loss: 1.1901... Generator Loss: 0.8936 Epoch 1/2... Discriminator Loss: 1.1792... Generator Loss: 0.6857 Epoch 1/2... Discriminator Loss: 1.1993... Generator Loss: 0.7302 Epoch 1/2... Discriminator Loss: 1.1569... Generator Loss: 0.9339 Epoch 1/2... Discriminator Loss: 1.3943... Generator Loss: 0.5633 Epoch 1/2... Discriminator Loss: 1.0761... Generator Loss: 0.8453 Epoch 1/2... Discriminator Loss: 1.1979... Generator Loss: 0.7476 Epoch 1/2... Discriminator Loss: 1.0249... Generator Loss: 1.1687 Epoch 1/2... Discriminator Loss: 1.3431... 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Epoch 1/2... Discriminator Loss: 1.7682... Generator Loss: 0.4240 Epoch 1/2... Discriminator Loss: 1.3651... Generator Loss: 1.4746 Epoch 1/2... Discriminator Loss: 1.3981... Generator Loss: 0.6240 Epoch 1/2... Discriminator Loss: 1.3296... Generator Loss: 0.6503 Epoch 1/2... Discriminator Loss: 1.0129... Generator Loss: 1.3981 Epoch 1/2... Discriminator Loss: 1.5166... Generator Loss: 0.5015 Epoch 1/2... Discriminator Loss: 1.2957... Generator Loss: 0.8979 Epoch 1/2... Discriminator Loss: 1.1762... Generator Loss: 0.9529 Epoch 1/2... Discriminator Loss: 1.4445... Generator Loss: 0.5718 Epoch 1/2... Discriminator Loss: 0.9782... Generator Loss: 1.1252 Epoch 1/2... Discriminator Loss: 1.1063... Generator Loss: 0.8164 Epoch 1/2... Discriminator Loss: 1.2637... Generator Loss: 0.6678 Epoch 1/2... Discriminator Loss: 1.0785... Generator Loss: 1.1584 Epoch 1/2... Discriminator Loss: 1.5675... Generator Loss: 0.4859 Epoch 1/2... Discriminator Loss: 1.2182... 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Epoch 1/2... Discriminator Loss: 1.3772... Generator Loss: 0.5905 Epoch 1/2... Discriminator Loss: 1.2550... Generator Loss: 1.0607 Epoch 1/2... Discriminator Loss: 1.7012... Generator Loss: 0.4395 Epoch 1/2... Discriminator Loss: 1.1204... Generator Loss: 1.1139 Epoch 1/2... Discriminator Loss: 1.3087... Generator Loss: 0.7209 Epoch 1/2... Discriminator Loss: 1.6189... Generator Loss: 0.4895 Epoch 1/2... Discriminator Loss: 1.3543... Generator Loss: 1.5790 Epoch 1/2... Discriminator Loss: 1.8887... Generator Loss: 0.3894 Epoch 1/2... Discriminator Loss: 1.2297... Generator Loss: 1.4367 Epoch 1/2... Discriminator Loss: 1.2034... Generator Loss: 0.7799 Epoch 1/2... Discriminator Loss: 1.6684... Generator Loss: 0.5011 Epoch 1/2... Discriminator Loss: 1.1107... Generator Loss: 1.1478 Epoch 1/2... Discriminator Loss: 1.6900... Generator Loss: 0.4747 Epoch 1/2... Discriminator Loss: 1.0792... Generator Loss: 1.1676 Epoch 1/2... Discriminator Loss: 1.2395... Generator Loss: 0.7897 Epoch 1/2... Discriminator Loss: 1.3091... Generator Loss: 0.7677 Epoch 1/2... Discriminator Loss: 1.4167... Generator Loss: 0.7036 Epoch 1/2... Discriminator Loss: 1.5838... Generator Loss: 0.5337 Epoch 1/2... Discriminator Loss: 1.3979... Generator Loss: 1.5628 Epoch 1/2... Discriminator Loss: 1.5725... Generator Loss: 0.4866 Epoch 1/2... Discriminator Loss: 1.4827... Generator Loss: 1.5585 Epoch 1/2... Discriminator Loss: 1.2337... Generator Loss: 0.7059 Epoch 1/2... Discriminator Loss: 1.0613... Generator Loss: 0.8901 Epoch 1/2... Discriminator Loss: 0.9692... Generator Loss: 1.1087 Epoch 1/2... Discriminator Loss: 1.0539... Generator Loss: 1.0449 Epoch 1/2... Discriminator Loss: 1.2426... Generator Loss: 0.6791 Epoch 1/2... Discriminator Loss: 1.3548... Generator Loss: 0.7517 Epoch 1/2... Discriminator Loss: 1.2782... Generator Loss: 0.7117 Epoch 1/2... Discriminator Loss: 1.1616... Generator Loss: 1.2239 Epoch 1/2... Discriminator Loss: 1.2644... Generator Loss: 0.7076 Epoch 1/2... Discriminator Loss: 1.1593... Generator Loss: 0.7685 Epoch 1/2... Discriminator Loss: 1.1360... Generator Loss: 1.2529 Epoch 1/2... Discriminator Loss: 1.2083... Generator Loss: 0.6882 Epoch 1/2... Discriminator Loss: 1.1798... Generator Loss: 0.7447 Epoch 1/2... Discriminator Loss: 1.2329... Generator Loss: 0.7425 Epoch 1/2... Discriminator Loss: 1.0524... Generator Loss: 1.0916 Epoch 1/2... Discriminator Loss: 1.1334... Generator Loss: 0.8351 Epoch 1/2... Discriminator Loss: 1.2982... Generator Loss: 0.7435 Epoch 1/2... Discriminator Loss: 1.0564... Generator Loss: 1.1217 Epoch 1/2... Discriminator Loss: 1.4618... Generator Loss: 0.5421 Epoch 1/2... Discriminator Loss: 1.3593... Generator Loss: 1.0289 Epoch 1/2... Discriminator Loss: 1.7592... Generator Loss: 0.4433 Epoch 1/2... Discriminator Loss: 1.6798... Generator Loss: 1.5781 Epoch 1/2... Discriminator Loss: 1.5724... Generator Loss: 0.5171 Epoch 1/2... Discriminator Loss: 1.2680... Generator Loss: 1.0987 Epoch 1/2... Discriminator Loss: 1.3067... Generator Loss: 0.6838 Epoch 1/2... Discriminator Loss: 1.1173... Generator Loss: 0.8110 Epoch 1/2... Discriminator Loss: 1.3660... Generator Loss: 0.6139 Epoch 1/2... Discriminator Loss: 1.1305... Generator Loss: 1.2991 Epoch 1/2... Discriminator Loss: 1.3924... Generator Loss: 0.5549 Epoch 1/2... Discriminator Loss: 1.0531... Generator Loss: 1.0039 Epoch 1/2... Discriminator Loss: 1.2160... Generator Loss: 0.8311 Epoch 1/2... Discriminator Loss: 1.0970... Generator Loss: 1.0691 Epoch 1/2... Discriminator Loss: 1.6963... Generator Loss: 0.4611 Epoch 1/2... Discriminator Loss: 1.1652... Generator Loss: 1.3385 Epoch 1/2... Discriminator Loss: 1.3397... Generator Loss: 0.6980 Epoch 1/2... Discriminator Loss: 1.2614... Generator Loss: 0.8178 Epoch 1/2... Discriminator Loss: 1.1105... Generator Loss: 1.1711 Epoch 1/2... Discriminator Loss: 1.2756... Generator Loss: 0.6326 Epoch 1/2... Discriminator Loss: 1.1406... Generator Loss: 1.0365 Epoch 1/2... Discriminator Loss: 1.2783... Generator Loss: 0.7349 Epoch 1/2... Discriminator Loss: 1.1749... Generator Loss: 0.7568 Epoch 1/2... Discriminator Loss: 1.3224... Generator Loss: 0.6331 Epoch 1/2... Discriminator Loss: 1.0574... Generator Loss: 1.1367 Epoch 1/2... Discriminator Loss: 1.1766... Generator Loss: 0.7743 Epoch 1/2... Discriminator Loss: 1.1834... Generator Loss: 0.7822 Epoch 1/2... Discriminator Loss: 1.0672... Generator Loss: 1.1170 Epoch 1/2... Discriminator Loss: 1.7302... Generator Loss: 0.4499 Epoch 1/2... Discriminator Loss: 1.3283... Generator Loss: 1.1608 Epoch 1/2... Discriminator Loss: 1.2400... Generator Loss: 0.7290 Epoch 1/2... Discriminator Loss: 1.3156... Generator Loss: 0.7095 Epoch 1/2... Discriminator Loss: 1.1429... Generator Loss: 0.8666 Epoch 1/2... Discriminator Loss: 1.3466... Generator Loss: 0.6324 Epoch 1/2... Discriminator Loss: 1.1886... Generator Loss: 0.8115 Epoch 1/2... Discriminator Loss: 1.2036... Generator Loss: 0.7201 Epoch 1/2... Discriminator Loss: 1.0689... Generator Loss: 0.8683 Epoch 1/2... Discriminator Loss: 1.2824... Generator Loss: 0.6442 Epoch 1/2... Discriminator Loss: 1.2219... Generator Loss: 1.2726 Epoch 1/2... Discriminator Loss: 1.3605... Generator Loss: 0.5743 Epoch 1/2... Discriminator Loss: 1.6380... Generator Loss: 0.4649 Epoch 1/2... Discriminator Loss: 1.4964... Generator Loss: 1.5428 Epoch 1/2... Discriminator Loss: 1.6797... Generator Loss: 0.5033 Epoch 1/2... Discriminator Loss: 1.4050... Generator Loss: 1.0204 Epoch 1/2... Discriminator Loss: 1.1269... Generator Loss: 0.8167 Epoch 1/2... Discriminator Loss: 1.2226... Generator Loss: 0.7630 Epoch 1/2... Discriminator Loss: 1.1165... Generator Loss: 0.7967 Epoch 1/2... Discriminator Loss: 1.3338... Generator Loss: 0.6291 Epoch 1/2... Discriminator Loss: 1.3324... Generator Loss: 1.0327 Epoch 1/2... Discriminator Loss: 1.6293... Generator Loss: 0.4882 Epoch 1/2... Discriminator Loss: 1.4434... 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Epoch 1/2... Discriminator Loss: 1.4727... Generator Loss: 0.5029 Epoch 1/2... Discriminator Loss: 1.0167... Generator Loss: 1.2249 Epoch 1/2... Discriminator Loss: 1.2568... Generator Loss: 0.6856 Epoch 1/2... Discriminator Loss: 1.2271... Generator Loss: 1.0078 Epoch 1/2... Discriminator Loss: 1.3126... Generator Loss: 0.6357 Epoch 1/2... Discriminator Loss: 1.2113... Generator Loss: 1.0731 Epoch 1/2... Discriminator Loss: 1.2249... Generator Loss: 0.7025 Epoch 1/2... Discriminator Loss: 1.1501... Generator Loss: 0.9455 Epoch 1/2... Discriminator Loss: 1.3063... Generator Loss: 0.6589 Epoch 1/2... Discriminator Loss: 1.4674... Generator Loss: 0.5287 Epoch 1/2... Discriminator Loss: 1.3702... Generator Loss: 1.2959 Epoch 1/2... Discriminator Loss: 1.3239... Generator Loss: 0.6232 Epoch 1/2... Discriminator Loss: 1.1733... Generator Loss: 0.8777 Epoch 1/2... Discriminator Loss: 1.1263... Generator Loss: 0.8267 Epoch 1/2... Discriminator Loss: 1.1864... Generator Loss: 0.8154 Epoch 1/2... Discriminator Loss: 1.1847... Generator Loss: 0.8975 Epoch 1/2... Discriminator Loss: 1.3994... Generator Loss: 0.5423 Epoch 1/2... Discriminator Loss: 1.3168... Generator Loss: 1.3254 Epoch 1/2... Discriminator Loss: 1.4648... Generator Loss: 0.5109 Epoch 1/2... Discriminator Loss: 1.1070... Generator Loss: 1.4530 Epoch 1/2... Discriminator Loss: 1.5028... Generator Loss: 0.5185 Epoch 1/2... Discriminator Loss: 1.2701... Generator Loss: 0.9015 Epoch 1/2... Discriminator Loss: 1.1807... Generator Loss: 0.7402 Epoch 1/2... Discriminator Loss: 1.3489... Generator Loss: 0.6166 Epoch 1/2... Discriminator Loss: 1.4394... Generator Loss: 1.7094 Epoch 1/2... Discriminator Loss: 1.5796... Generator Loss: 0.4793 Epoch 1/2... Discriminator Loss: 1.1546... Generator Loss: 1.2502 Epoch 1/2... Discriminator Loss: 1.4499... Generator Loss: 0.5213 Epoch 1/2... Discriminator Loss: 0.9139... Generator Loss: 1.3483 Epoch 1/2... Discriminator Loss: 0.9616... Generator Loss: 1.2019 Epoch 1/2... Discriminator Loss: 1.4107... Generator Loss: 0.5920 Epoch 1/2... Discriminator Loss: 1.2109... Generator Loss: 0.9628 Epoch 1/2... Discriminator Loss: 1.2530... Generator Loss: 0.6925 Epoch 1/2... Discriminator Loss: 1.0545... Generator Loss: 1.0420 Epoch 1/2... Discriminator Loss: 1.3086... Generator Loss: 0.8958 Epoch 1/2... Discriminator Loss: 1.2374... Generator Loss: 0.8006 Epoch 1/2... Discriminator Loss: 1.1797... Generator Loss: 0.8156 Epoch 1/2... Discriminator Loss: 1.2626... Generator Loss: 0.9820 Epoch 1/2... Discriminator Loss: 1.3035... Generator Loss: 0.6701 Epoch 1/2... Discriminator Loss: 1.0154... Generator Loss: 1.3745 Epoch 1/2... Discriminator Loss: 1.5730... Generator Loss: 0.5213 Epoch 1/2... Discriminator Loss: 1.2797... Generator Loss: 0.7063 Epoch 1/2... Discriminator Loss: 1.1840... Generator Loss: 1.3392 Epoch 1/2... Discriminator Loss: 1.6893... Generator Loss: 0.4446 Epoch 1/2... Discriminator Loss: 1.4555... Generator Loss: 1.2976 Epoch 1/2... Discriminator Loss: 1.2112... Generator Loss: 0.7413 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 0.7203 Epoch 1/2... Discriminator Loss: 1.1674... Generator Loss: 1.0664 Epoch 1/2... Discriminator Loss: 1.2032... Generator Loss: 0.7064 Epoch 1/2... Discriminator Loss: 1.2918... Generator Loss: 0.6500 Epoch 1/2... Discriminator Loss: 1.1903... Generator Loss: 0.9855 Epoch 1/2... Discriminator Loss: 1.2346... Generator Loss: 0.7020 Epoch 1/2... Discriminator Loss: 1.1203... Generator Loss: 0.8073 Epoch 1/2... Discriminator Loss: 1.2354... Generator Loss: 0.8614 Epoch 1/2... Discriminator Loss: 1.0145... Generator Loss: 1.0252 Epoch 1/2... Discriminator Loss: 1.1946... Generator Loss: 0.7032 Epoch 1/2... Discriminator Loss: 1.2494... Generator Loss: 0.6986 Epoch 1/2... Discriminator Loss: 1.2305... Generator Loss: 0.9989 Epoch 1/2... Discriminator Loss: 1.0125... Generator Loss: 1.0827 Epoch 1/2... Discriminator Loss: 1.4073... Generator Loss: 0.5432 Epoch 1/2... Discriminator Loss: 1.3060... Generator Loss: 1.5551 Epoch 1/2... Discriminator Loss: 1.4908... Generator Loss: 0.5089 Epoch 1/2... Discriminator Loss: 1.2349... Generator Loss: 1.2437 Epoch 1/2... Discriminator Loss: 1.4067... Generator Loss: 0.5729 Epoch 1/2... Discriminator Loss: 1.1836... Generator Loss: 0.8950 Epoch 1/2... Discriminator Loss: 1.0694... Generator Loss: 1.0985 Epoch 1/2... Discriminator Loss: 1.2727... Generator Loss: 0.6730 Epoch 1/2... Discriminator Loss: 1.2660... Generator Loss: 0.9459 Epoch 1/2... Discriminator Loss: 1.1095... Generator Loss: 0.8157 Epoch 1/2... Discriminator Loss: 1.1407... Generator Loss: 0.8268 Epoch 1/2... Discriminator Loss: 1.2391... Generator Loss: 0.7037 Epoch 1/2... Discriminator Loss: 1.1035... Generator Loss: 0.9624 Epoch 1/2... Discriminator Loss: 1.1929... Generator Loss: 0.8159 Epoch 1/2... Discriminator Loss: 1.3634... Generator Loss: 0.6818 Epoch 1/2... Discriminator Loss: 1.0859... Generator Loss: 0.8217 Epoch 1/2... Discriminator Loss: 1.2336... Generator Loss: 1.0730 Epoch 1/2... Discriminator Loss: 1.4124... Generator Loss: 0.5361 Epoch 1/2... Discriminator Loss: 1.1254... Generator Loss: 1.2422 Epoch 1/2... Discriminator Loss: 1.2487... Generator Loss: 0.6798 Epoch 1/2... Discriminator Loss: 1.2211... Generator Loss: 0.8997 Epoch 1/2... Discriminator Loss: 1.2356... Generator Loss: 0.6920 Epoch 1/2... Discriminator Loss: 1.1342... Generator Loss: 0.8175 Epoch 1/2... Discriminator Loss: 1.2658... Generator Loss: 0.7880 Epoch 1/2... Discriminator Loss: 1.2163... Generator Loss: 0.8373 Epoch 1/2... Discriminator Loss: 1.1374... Generator Loss: 0.8069 Epoch 1/2... Discriminator Loss: 1.1425... Generator Loss: 0.9075 Epoch 1/2... Discriminator Loss: 1.1453... Generator Loss: 0.8942 Epoch 1/2... Discriminator Loss: 1.5280... Generator Loss: 0.5228 Epoch 1/2... Discriminator Loss: 1.4164... Generator Loss: 1.0654 Epoch 1/2... Discriminator Loss: 1.3613... 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Epoch 1/2... Discriminator Loss: 1.2664... Generator Loss: 0.8164 Epoch 1/2... Discriminator Loss: 1.2008... Generator Loss: 0.7422 Epoch 1/2... Discriminator Loss: 1.1638... Generator Loss: 0.7998 Epoch 1/2... Discriminator Loss: 1.0689... Generator Loss: 1.1316 Epoch 1/2... Discriminator Loss: 1.2662... Generator Loss: 0.6286 Epoch 1/2... Discriminator Loss: 1.1732... Generator Loss: 1.1878 Epoch 1/2... Discriminator Loss: 1.4971... Generator Loss: 0.5420 Epoch 1/2... Discriminator Loss: 0.9932... Generator Loss: 1.1058 Epoch 1/2... Discriminator Loss: 1.2024... Generator Loss: 0.7892 Epoch 1/2... Discriminator Loss: 1.5724... Generator Loss: 0.4929 Epoch 1/2... Discriminator Loss: 1.2176... Generator Loss: 0.9994 Epoch 1/2... Discriminator Loss: 1.1836... Generator Loss: 0.7108 Epoch 1/2... Discriminator Loss: 1.1902... Generator Loss: 0.7478 Epoch 1/2... Discriminator Loss: 1.1314... Generator Loss: 1.1633 Epoch 1/2... Discriminator Loss: 1.1667... 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Generator Loss: 1.2810 Epoch 1/2... Discriminator Loss: 1.2740... Generator Loss: 0.6469 Epoch 1/2... Discriminator Loss: 1.1860... Generator Loss: 0.6829 Epoch 1/2... Discriminator Loss: 1.1880... Generator Loss: 1.3501 Epoch 1/2... Discriminator Loss: 1.1770... Generator Loss: 0.7079 Epoch 1/2... Discriminator Loss: 1.0009... Generator Loss: 0.9349 Epoch 1/2... Discriminator Loss: 1.1987... Generator Loss: 0.6941 Epoch 1/2... Discriminator Loss: 1.2155... Generator Loss: 0.8245 Epoch 1/2... Discriminator Loss: 1.2507... Generator Loss: 0.7090 Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 1.1351 Epoch 1/2... Discriminator Loss: 1.6353... Generator Loss: 0.5018 Epoch 1/2... Discriminator Loss: 1.4598... Generator Loss: 1.6674 Epoch 1/2... Discriminator Loss: 1.6386... Generator Loss: 0.4554 Epoch 1/2... Discriminator Loss: 1.3620... Generator Loss: 1.2337 Epoch 1/2... Discriminator Loss: 1.4519... Generator Loss: 0.5266 Epoch 1/2... Discriminator Loss: 1.0907... Generator Loss: 1.4904 Epoch 1/2... Discriminator Loss: 1.2819... Generator Loss: 0.6695 Epoch 1/2... Discriminator Loss: 1.2465... Generator Loss: 0.7577 Epoch 1/2... Discriminator Loss: 1.0982... Generator Loss: 0.8865 Epoch 1/2... Discriminator Loss: 1.1880... Generator Loss: 0.8448 Epoch 1/2... Discriminator Loss: 1.1742... Generator Loss: 0.7087 Epoch 1/2... Discriminator Loss: 0.9795... Generator Loss: 0.9448 Epoch 1/2... Discriminator Loss: 1.3797... Generator Loss: 0.5728 Epoch 1/2... Discriminator Loss: 1.0635... Generator Loss: 1.1365 Epoch 1/2... Discriminator Loss: 1.0184... Generator Loss: 0.9089 Epoch 1/2... Discriminator Loss: 1.0539... Generator Loss: 0.9541 Epoch 1/2... Discriminator Loss: 1.3574... Generator Loss: 0.5624 Epoch 1/2... Discriminator Loss: 1.0919... Generator Loss: 1.3417 Epoch 1/2... Discriminator Loss: 1.1527... Generator Loss: 0.7523 Epoch 1/2... Discriminator Loss: 1.1810... Generator Loss: 0.6855 Epoch 1/2... Discriminator Loss: 1.6013... 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Epoch 1/2... Discriminator Loss: 0.9500... Generator Loss: 1.0737 Epoch 1/2... Discriminator Loss: 0.9741... Generator Loss: 0.8706 Epoch 1/2... Discriminator Loss: 1.2519... Generator Loss: 0.7383 Epoch 1/2... Discriminator Loss: 1.3488... Generator Loss: 0.6234 Epoch 1/2... Discriminator Loss: 1.0625... Generator Loss: 1.3152 Epoch 1/2... Discriminator Loss: 0.9953... Generator Loss: 1.1115 Epoch 1/2... Discriminator Loss: 1.0953... Generator Loss: 0.9156 Epoch 1/2... Discriminator Loss: 1.0993... Generator Loss: 0.8805 Epoch 1/2... Discriminator Loss: 0.9452... Generator Loss: 1.2426 Epoch 1/2... Discriminator Loss: 0.9160... Generator Loss: 0.9865 Epoch 1/2... Discriminator Loss: 1.2948... Generator Loss: 0.5876 Epoch 1/2... Discriminator Loss: 1.1772... Generator Loss: 0.7822 Epoch 1/2... Discriminator Loss: 1.0826... Generator Loss: 1.0192 Epoch 1/2... Discriminator Loss: 1.3030... Generator Loss: 0.6081 Epoch 1/2... Discriminator Loss: 1.2294... Generator Loss: 0.8684 Epoch 1/2... Discriminator Loss: 1.1220... Generator Loss: 0.7773 Epoch 1/2... Discriminator Loss: 1.1649... Generator Loss: 0.7144 Epoch 1/2... Discriminator Loss: 1.0739... Generator Loss: 0.9444 Epoch 1/2... Discriminator Loss: 1.1311... Generator Loss: 0.8936 Epoch 1/2... Discriminator Loss: 1.1010... Generator Loss: 0.6998 Epoch 1/2... Discriminator Loss: 1.0198... Generator Loss: 1.0597 Epoch 1/2... Discriminator Loss: 1.1398... Generator Loss: 0.7710 Epoch 1/2... Discriminator Loss: 1.2986... Generator Loss: 0.5922 Epoch 1/2... Discriminator Loss: 1.0466... Generator Loss: 1.3446 Epoch 1/2... Discriminator Loss: 1.5482... Generator Loss: 0.5124 Epoch 1/2... Discriminator Loss: 1.1050... Generator Loss: 1.0037 Epoch 1/2... Discriminator Loss: 1.1100... Generator Loss: 1.1693 Epoch 1/2... Discriminator Loss: 1.3906... Generator Loss: 0.5421 Epoch 1/2... Discriminator Loss: 0.9970... Generator Loss: 1.6854 Epoch 1/2... Discriminator Loss: 1.2878... 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Generator Loss: 0.6532 Epoch 1/2... Discriminator Loss: 0.9664... Generator Loss: 1.0054 Epoch 1/2... Discriminator Loss: 1.2234... Generator Loss: 0.6249 Epoch 1/2... Discriminator Loss: 1.0559... Generator Loss: 1.0276 Epoch 1/2... Discriminator Loss: 1.2199... Generator Loss: 0.6694 Epoch 1/2... Discriminator Loss: 1.1177... Generator Loss: 0.7980 Epoch 1/2... Discriminator Loss: 0.9959... Generator Loss: 1.1069 Epoch 1/2... Discriminator Loss: 1.2728... Generator Loss: 0.6160 Epoch 1/2... Discriminator Loss: 1.1220... Generator Loss: 1.6691 Epoch 1/2... Discriminator Loss: 1.5646... Generator Loss: 0.4826 Epoch 1/2... Discriminator Loss: 1.0940... Generator Loss: 0.8825 Epoch 1/2... Discriminator Loss: 1.1061... Generator Loss: 1.0426 Epoch 1/2... Discriminator Loss: 1.3051... Generator Loss: 0.6186 Epoch 1/2... Discriminator Loss: 1.1396... Generator Loss: 0.7991 Epoch 1/2... Discriminator Loss: 0.8866... Generator Loss: 1.0672 Epoch 1/2... Discriminator Loss: 1.0837... Generator Loss: 0.7993 Epoch 1/2... Discriminator Loss: 0.7798... Generator Loss: 1.4168 Epoch 1/2... Discriminator Loss: 1.1677... Generator Loss: 0.6749 Epoch 1/2... Discriminator Loss: 0.8902... Generator Loss: 1.0056 Epoch 1/2... Discriminator Loss: 1.3606... Generator Loss: 0.5558 Epoch 1/2... Discriminator Loss: 1.1313... Generator Loss: 1.7445 Epoch 1/2... Discriminator Loss: 1.5589... Generator Loss: 0.5211 Epoch 1/2... Discriminator Loss: 1.1990... Generator Loss: 1.0326 Epoch 1/2... Discriminator Loss: 1.0474... Generator Loss: 0.9559 Epoch 1/2... Discriminator Loss: 1.0750... Generator Loss: 0.8448 Epoch 1/2... Discriminator Loss: 1.2811... Generator Loss: 0.6704 Epoch 1/2... Discriminator Loss: 0.9220... Generator Loss: 1.0257 Epoch 1/2... Discriminator Loss: 1.0063... Generator Loss: 0.9530 Epoch 1/2... Discriminator Loss: 1.0534... Generator Loss: 0.8348 Epoch 1/2... Discriminator Loss: 0.9749... Generator Loss: 1.1178 Epoch 1/2... Discriminator Loss: 1.5191... Generator Loss: 0.5535 Epoch 1/2... Discriminator Loss: 1.5044... Generator Loss: 2.0667 Epoch 1/2... Discriminator Loss: 1.6407... Generator Loss: 0.5435 Epoch 1/2... Discriminator Loss: 1.1303... Generator Loss: 1.0492 Epoch 1/2... Discriminator Loss: 1.7165... Generator Loss: 0.4975 Epoch 1/2... Discriminator Loss: 2.9671... Generator Loss: 3.1763 Epoch 1/2... Discriminator Loss: 3.6509... Generator Loss: 0.3849 Epoch 1/2... Discriminator Loss: 1.5692... Generator Loss: 2.0133 Epoch 1/2... Discriminator Loss: 1.2724... Generator Loss: 1.2497 Epoch 1/2... Discriminator Loss: 1.4391... Generator Loss: 0.5814 Epoch 1/2... Discriminator Loss: 1.2322... Generator Loss: 0.9979 Epoch 1/2... Discriminator Loss: 1.0565... Generator Loss: 0.8760 Epoch 1/2... Discriminator Loss: 0.9625... Generator Loss: 1.0388 Epoch 1/2... Discriminator Loss: 1.1430... Generator Loss: 1.1223 Epoch 1/2... Discriminator Loss: 1.3573... Generator Loss: 0.6919 Epoch 1/2... Discriminator Loss: 1.1923... 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Epoch 1/2... Discriminator Loss: 1.3989... Generator Loss: 0.5213 Epoch 1/2... Discriminator Loss: 1.4088... Generator Loss: 1.4913 Epoch 1/2... Discriminator Loss: 1.2504... Generator Loss: 0.6258 Epoch 1/2... Discriminator Loss: 1.1987... Generator Loss: 0.7341 Epoch 1/2... Discriminator Loss: 1.0896... Generator Loss: 0.9599 Epoch 1/2... Discriminator Loss: 0.9923... Generator Loss: 0.9453 Epoch 1/2... Discriminator Loss: 1.1776... Generator Loss: 0.8002 Epoch 1/2... Discriminator Loss: 1.1003... Generator Loss: 0.7436 Epoch 1/2... Discriminator Loss: 0.8626... Generator Loss: 1.3178 Epoch 1/2... Discriminator Loss: 1.0289... Generator Loss: 0.8071 Epoch 1/2... Discriminator Loss: 0.8675... Generator Loss: 1.0614 Epoch 1/2... Discriminator Loss: 1.0547... Generator Loss: 0.9389 Epoch 1/2... Discriminator Loss: 1.1223... Generator Loss: 0.7225 Epoch 1/2... Discriminator Loss: 0.9667... Generator Loss: 1.2874 Epoch 1/2... Discriminator Loss: 1.0428... 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Generator Loss: 0.7143 Epoch 1/2... Discriminator Loss: 1.0806... Generator Loss: 0.7656 Epoch 1/2... Discriminator Loss: 0.9883... Generator Loss: 1.0770 Epoch 1/2... Discriminator Loss: 1.3655... Generator Loss: 0.5735 Epoch 1/2... Discriminator Loss: 0.9337... Generator Loss: 1.1553 Epoch 1/2... Discriminator Loss: 0.8523... Generator Loss: 1.4348 Epoch 1/2... Discriminator Loss: 1.7969... Generator Loss: 0.4408 Epoch 1/2... Discriminator Loss: 1.7846... Generator Loss: 2.2903 Epoch 1/2... Discriminator Loss: 1.9673... Generator Loss: 0.4169 Epoch 1/2... Discriminator Loss: 1.2683... Generator Loss: 0.8926 Epoch 1/2... Discriminator Loss: 1.0565... Generator Loss: 1.2061 Epoch 1/2... Discriminator Loss: 1.5046... Generator Loss: 0.5414 Epoch 1/2... Discriminator Loss: 1.1829... Generator Loss: 1.1272 Epoch 1/2... Discriminator Loss: 1.2042... Generator Loss: 0.6880 Epoch 1/2... Discriminator Loss: 1.2687... Generator Loss: 0.6323 Epoch 1/2... Discriminator Loss: 0.9778... 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Epoch 1/2... Discriminator Loss: 1.1564... Generator Loss: 0.7511 Epoch 1/2... Discriminator Loss: 1.2036... Generator Loss: 0.6748 Epoch 1/2... Discriminator Loss: 1.0735... Generator Loss: 1.2367 Epoch 1/2... Discriminator Loss: 1.2077... Generator Loss: 0.6587 Epoch 1/2... Discriminator Loss: 1.1315... Generator Loss: 0.7911 Epoch 1/2... Discriminator Loss: 0.9218... Generator Loss: 1.1519 Epoch 1/2... Discriminator Loss: 1.1796... Generator Loss: 0.6733 Epoch 1/2... Discriminator Loss: 1.2046... Generator Loss: 0.6514 Epoch 1/2... Discriminator Loss: 0.8375... Generator Loss: 1.1126 Epoch 1/2... Discriminator Loss: 1.4456... Generator Loss: 0.5687 Epoch 1/2... Discriminator Loss: 1.0380... Generator Loss: 1.3777 Epoch 1/2... Discriminator Loss: 1.3048... Generator Loss: 0.6343 Epoch 1/2... Discriminator Loss: 1.8236... Generator Loss: 2.1903 Epoch 1/2... Discriminator Loss: 2.3249... Generator Loss: 0.3955 Epoch 1/2... Discriminator Loss: 1.1030... 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Epoch 1/2... Discriminator Loss: 1.3632... Generator Loss: 0.5688 Epoch 1/2... Discriminator Loss: 1.0661... Generator Loss: 1.0283 Epoch 1/2... Discriminator Loss: 1.0243... Generator Loss: 0.8393 Epoch 1/2... Discriminator Loss: 1.1759... Generator Loss: 0.7377 Epoch 1/2... Discriminator Loss: 1.0178... Generator Loss: 0.9063 Epoch 1/2... Discriminator Loss: 0.9093... Generator Loss: 1.1764 Epoch 1/2... Discriminator Loss: 1.1585... Generator Loss: 0.6988 Epoch 1/2... Discriminator Loss: 1.1741... Generator Loss: 0.8080 Epoch 1/2... Discriminator Loss: 1.1719... Generator Loss: 0.7541 Epoch 1/2... Discriminator Loss: 1.1958... Generator Loss: 0.7353 Epoch 1/2... Discriminator Loss: 1.0697... Generator Loss: 0.9113 Epoch 1/2... Discriminator Loss: 1.0605... Generator Loss: 0.9570 Epoch 1/2... Discriminator Loss: 1.4986... Generator Loss: 0.5304 Epoch 1/2... Discriminator Loss: 0.7908... Generator Loss: 1.4896 Epoch 1/2... Discriminator Loss: 1.0698... 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Generator Loss: 2.9788 Epoch 1/2... Discriminator Loss: 1.4349... Generator Loss: 0.5683 Epoch 1/2... Discriminator Loss: 1.2479... Generator Loss: 0.6855 Epoch 1/2... Discriminator Loss: 1.0348... Generator Loss: 1.0273 Epoch 1/2... Discriminator Loss: 1.4226... Generator Loss: 0.5429 Epoch 1/2... Discriminator Loss: 0.9947... Generator Loss: 1.3527 Epoch 1/2... Discriminator Loss: 1.3980... Generator Loss: 0.5915 Epoch 1/2... Discriminator Loss: 1.0992... Generator Loss: 0.9518 Epoch 1/2... Discriminator Loss: 1.0434... Generator Loss: 0.8561 Epoch 1/2... Discriminator Loss: 1.0178... Generator Loss: 0.8899 Epoch 1/2... Discriminator Loss: 0.9028... Generator Loss: 1.1350 Epoch 1/2... Discriminator Loss: 1.0269... Generator Loss: 0.7971 Epoch 1/2... Discriminator Loss: 0.9384... Generator Loss: 1.1621 Epoch 1/2... Discriminator Loss: 1.2196... Generator Loss: 0.6750 Epoch 1/2... Discriminator Loss: 1.1109... Generator Loss: 0.7948 Epoch 1/2... Discriminator Loss: 1.0203... Generator Loss: 0.9735 Epoch 1/2... Discriminator Loss: 1.0246... Generator Loss: 0.8855 Epoch 1/2... Discriminator Loss: 0.9198... Generator Loss: 1.0140 Epoch 1/2... Discriminator Loss: 1.1981... Generator Loss: 0.6780 Epoch 1/2... Discriminator Loss: 1.0156... Generator Loss: 0.8143 Epoch 1/2... Discriminator Loss: 0.9426... Generator Loss: 1.1139 Epoch 1/2... Discriminator Loss: 1.0037... Generator Loss: 0.8541 Epoch 1/2... Discriminator Loss: 1.0928... Generator Loss: 0.7887 Epoch 1/2... Discriminator Loss: 0.8349... Generator Loss: 1.1926 Epoch 1/2... Discriminator Loss: 1.2814... Generator Loss: 0.5929 Epoch 1/2... Discriminator Loss: 0.8180... Generator Loss: 1.5077 Epoch 1/2... Discriminator Loss: 1.2412... Generator Loss: 0.5953 Epoch 1/2... Discriminator Loss: 0.9320... Generator Loss: 1.0542 Epoch 1/2... Discriminator Loss: 1.1517... Generator Loss: 0.7627 Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 1.0474 Epoch 1/2... Discriminator Loss: 1.1659... Generator Loss: 0.6915 Epoch 1/2... Discriminator Loss: 0.9745... Generator Loss: 1.1785 Epoch 1/2... Discriminator Loss: 1.1063... Generator Loss: 0.6991 Epoch 1/2... Discriminator Loss: 1.1035... Generator Loss: 0.7843 Epoch 1/2... Discriminator Loss: 0.8624... Generator Loss: 1.3397 Epoch 1/2... Discriminator Loss: 1.2816... Generator Loss: 0.6131 Epoch 1/2... Discriminator Loss: 0.8840... Generator Loss: 1.0817 Epoch 1/2... Discriminator Loss: 0.7928... Generator Loss: 1.1478 Epoch 1/2... Discriminator Loss: 0.9770... Generator Loss: 0.9200 Epoch 1/2... Discriminator Loss: 0.7827... Generator Loss: 1.5157 Epoch 1/2... Discriminator Loss: 1.3603... Generator Loss: 0.6087 Epoch 1/2... Discriminator Loss: 0.8627... Generator Loss: 1.1038 Epoch 1/2... Discriminator Loss: 0.9332... Generator Loss: 0.9408 Epoch 1/2... Discriminator Loss: 0.8155... Generator Loss: 1.6453 Epoch 1/2... Discriminator Loss: 1.2058... Generator Loss: 0.7718 Epoch 1/2... Discriminator Loss: 0.8516... Generator Loss: 1.2130 Epoch 1/2... Discriminator Loss: 1.0514... Generator Loss: 0.7850 Epoch 1/2... Discriminator Loss: 0.8073... Generator Loss: 1.2264 Epoch 1/2... Discriminator Loss: 0.8364... Generator Loss: 1.1475 Epoch 1/2... Discriminator Loss: 1.0714... Generator Loss: 0.9308 Epoch 1/2... Discriminator Loss: 1.0646... Generator Loss: 0.8635 Epoch 1/2... Discriminator Loss: 0.9508... Generator Loss: 0.9515 Epoch 1/2... Discriminator Loss: 1.1772... Generator Loss: 0.7020 Epoch 1/2... Discriminator Loss: 0.7095... Generator Loss: 1.7655 Epoch 1/2... Discriminator Loss: 1.0055... Generator Loss: 0.8644 Epoch 1/2... Discriminator Loss: 1.4863... Generator Loss: 0.5237 Epoch 1/2... Discriminator Loss: 1.2644... Generator Loss: 2.2794 Epoch 1/2... Discriminator Loss: 1.3830... Generator Loss: 0.6652 Epoch 1/2... Discriminator Loss: 1.5874... Generator Loss: 0.4908 Epoch 1/2... Discriminator Loss: 1.6259... Generator Loss: 2.2901 Epoch 1/2... Discriminator Loss: 2.1817... 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Epoch 1/2... Discriminator Loss: 1.2014... Generator Loss: 0.8535 Epoch 1/2... Discriminator Loss: 1.3127... Generator Loss: 0.6556 Epoch 1/2... Discriminator Loss: 1.0283... Generator Loss: 1.0475 Epoch 1/2... Discriminator Loss: 1.2379... Generator Loss: 0.6994 Epoch 1/2... Discriminator Loss: 1.0446... Generator Loss: 0.8212 Epoch 1/2... Discriminator Loss: 0.9006... Generator Loss: 1.3751 Epoch 1/2... Discriminator Loss: 1.6177... Generator Loss: 0.4763 Epoch 1/2... Discriminator Loss: 1.2288... Generator Loss: 1.2602 Epoch 1/2... Discriminator Loss: 1.7543... Generator Loss: 0.4232 Epoch 1/2... Discriminator Loss: 1.4374... Generator Loss: 1.6278 Epoch 1/2... Discriminator Loss: 1.3033... Generator Loss: 0.6721 Epoch 1/2... Discriminator Loss: 1.3213... Generator Loss: 0.7695 Epoch 1/2... Discriminator Loss: 1.2291... Generator Loss: 0.8015 Epoch 1/2... Discriminator Loss: 1.0628... Generator Loss: 0.8233 Epoch 1/2... Discriminator Loss: 1.0153... Generator Loss: 1.0390 Epoch 1/2... Discriminator Loss: 1.1179... Generator Loss: 0.8305 Epoch 1/2... Discriminator Loss: 0.9826... Generator Loss: 0.9516 Epoch 1/2... Discriminator Loss: 0.9513... Generator Loss: 1.0642 Epoch 1/2... Discriminator Loss: 0.8847... Generator Loss: 1.3311 Epoch 1/2... Discriminator Loss: 1.6595... Generator Loss: 0.4506 Epoch 1/2... Discriminator Loss: 1.1680... Generator Loss: 1.4009 Epoch 1/2... Discriminator Loss: 1.0585... Generator Loss: 0.8698 Epoch 1/2... Discriminator Loss: 1.1691... Generator Loss: 0.7350 Epoch 1/2... Discriminator Loss: 1.0517... Generator Loss: 0.9578 Epoch 1/2... Discriminator Loss: 1.1459... Generator Loss: 0.7587 Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 0.8194 Epoch 1/2... Discriminator Loss: 0.8214... Generator Loss: 1.2129 Epoch 1/2... Discriminator Loss: 1.6972... Generator Loss: 0.5106 Epoch 1/2... Discriminator Loss: 1.0678... Generator Loss: 0.9304 Epoch 1/2... Discriminator Loss: 0.8428... Generator Loss: 1.2331 Epoch 1/2... Discriminator Loss: 1.1955... Generator Loss: 0.6564 Epoch 1/2... Discriminator Loss: 1.0310... Generator Loss: 0.9239 Epoch 1/2... Discriminator Loss: 1.1434... Generator Loss: 0.8433 Epoch 1/2... Discriminator Loss: 0.8792... Generator Loss: 1.1184 Epoch 1/2... Discriminator Loss: 0.9774... Generator Loss: 1.1042 Epoch 1/2... Discriminator Loss: 1.2399... Generator Loss: 0.6659 Epoch 1/2... Discriminator Loss: 1.3883... Generator Loss: 0.5789 Epoch 1/2... Discriminator Loss: 0.9053... Generator Loss: 1.4104 Epoch 1/2... Discriminator Loss: 1.1876... Generator Loss: 0.6711 Epoch 1/2... Discriminator Loss: 1.0432... Generator Loss: 1.0339 Epoch 1/2... Discriminator Loss: 1.0965... Generator Loss: 0.7945 Epoch 1/2... Discriminator Loss: 1.3298... Generator Loss: 0.6344 Epoch 1/2... Discriminator Loss: 0.7870... Generator Loss: 1.5793 Epoch 1/2... Discriminator Loss: 1.2040... Generator Loss: 0.6818 Epoch 1/2... Discriminator Loss: 0.8547... Generator Loss: 1.1369 Epoch 1/2... Discriminator Loss: 0.9695... Generator Loss: 0.9226 Epoch 1/2... Discriminator Loss: 0.7629... Generator Loss: 1.1968 Epoch 1/2... Discriminator Loss: 1.1458... Generator Loss: 0.7108 Epoch 1/2... Discriminator Loss: 0.8992... Generator Loss: 1.2321 Epoch 1/2... Discriminator Loss: 0.9914... Generator Loss: 0.8733 Epoch 1/2... Discriminator Loss: 0.8338... Generator Loss: 1.2273 Epoch 1/2... Discriminator Loss: 0.9058... Generator Loss: 1.0522 Epoch 1/2... Discriminator Loss: 1.0297... Generator Loss: 0.8725 Epoch 1/2... Discriminator Loss: 0.9169... Generator Loss: 1.0949 Epoch 1/2... Discriminator Loss: 1.3105... Generator Loss: 0.5978 Epoch 1/2... Discriminator Loss: 1.2399... Generator Loss: 2.4080 Epoch 1/2... Discriminator Loss: 1.7997... Generator Loss: 0.4674 Epoch 1/2... Discriminator Loss: 1.3793... Generator Loss: 2.5100 Epoch 1/2... Discriminator Loss: 1.9282... Generator Loss: 0.4394 Epoch 1/2... Discriminator Loss: 1.2353... Generator Loss: 1.7213 Epoch 1/2... Discriminator Loss: 1.0887... Generator Loss: 0.8589 Epoch 1/2... Discriminator Loss: 1.2466... Generator Loss: 0.6956 Epoch 1/2... Discriminator Loss: 1.0301... Generator Loss: 1.0453 Epoch 1/2... Discriminator Loss: 1.2930... Generator Loss: 0.6624 Epoch 1/2... Discriminator Loss: 0.9966... Generator Loss: 0.9855 Epoch 1/2... Discriminator Loss: 1.3038... Generator Loss: 0.6008 Epoch 1/2... Discriminator Loss: 0.9528... Generator Loss: 1.1406 Epoch 1/2... Discriminator Loss: 1.0377... Generator Loss: 0.7575 Epoch 1/2... Discriminator Loss: 1.0915... Generator Loss: 0.8462 Epoch 1/2... Discriminator Loss: 1.1214... Generator Loss: 1.1554 Epoch 1/2... Discriminator Loss: 1.4827... Generator Loss: 0.5331 Epoch 1/2... Discriminator Loss: 1.1845... Generator Loss: 0.9462 Epoch 1/2... Discriminator Loss: 1.1656... Generator Loss: 0.7081 Epoch 1/2... Discriminator Loss: 0.9086... Generator Loss: 1.0580 Epoch 1/2... Discriminator Loss: 1.0044... Generator Loss: 0.9461 Epoch 1/2... Discriminator Loss: 0.9178... Generator Loss: 0.9844 Epoch 1/2... Discriminator Loss: 1.2096... Generator Loss: 0.7079 Epoch 1/2... Discriminator Loss: 1.0769... Generator Loss: 0.8126 Epoch 1/2... Discriminator Loss: 0.9041... Generator Loss: 0.9796 Epoch 1/2... Discriminator Loss: 1.0122... Generator Loss: 0.8467 Epoch 1/2... Discriminator Loss: 0.8209... Generator Loss: 1.2303 Epoch 1/2... Discriminator Loss: 1.6232... Generator Loss: 0.4958 Epoch 1/2... Discriminator Loss: 0.7604... Generator Loss: 1.1991 Epoch 1/2... Discriminator Loss: 0.9443... Generator Loss: 0.9307 Epoch 1/2... Discriminator Loss: 0.9468... Generator Loss: 1.2922 Epoch 1/2... Discriminator Loss: 0.9412... Generator Loss: 0.9266 Epoch 1/2... Discriminator Loss: 0.9206... Generator Loss: 0.9741 Epoch 1/2... Discriminator Loss: 1.2364... Generator Loss: 0.6999 Epoch 1/2... Discriminator Loss: 0.7646... Generator Loss: 1.2324 Epoch 1/2... Discriminator Loss: 0.9792... 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Epoch 1/2... Discriminator Loss: 1.0842... Generator Loss: 0.8315 Epoch 1/2... Discriminator Loss: 1.0281... Generator Loss: 0.8408 Epoch 1/2... Discriminator Loss: 1.0507... Generator Loss: 0.8428 Epoch 1/2... Discriminator Loss: 0.8654... Generator Loss: 1.1783 Epoch 1/2... Discriminator Loss: 1.0984... Generator Loss: 0.7541 Epoch 1/2... Discriminator Loss: 0.8473... Generator Loss: 1.4667 Epoch 1/2... Discriminator Loss: 0.9228... Generator Loss: 0.9372 Epoch 1/2... Discriminator Loss: 1.0123... Generator Loss: 0.8794 Epoch 1/2... Discriminator Loss: 0.9078... Generator Loss: 0.9247 Epoch 1/2... Discriminator Loss: 0.7432... Generator Loss: 1.3271 Epoch 1/2... Discriminator Loss: 0.9718... Generator Loss: 0.9264 Epoch 1/2... Discriminator Loss: 0.8734... Generator Loss: 1.1120 Epoch 1/2... Discriminator Loss: 0.7945... Generator Loss: 1.6411 Epoch 1/2... Discriminator Loss: 1.9750... Generator Loss: 0.4527 Epoch 1/2... Discriminator Loss: 3.5724... 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Generator Loss: 0.6935 Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 0.7416 Epoch 1/2... Discriminator Loss: 0.9616... Generator Loss: 1.0897 Epoch 1/2... Discriminator Loss: 1.2238... Generator Loss: 0.7044 Epoch 1/2... Discriminator Loss: 0.8686... Generator Loss: 1.8981 Epoch 1/2... Discriminator Loss: 1.1049... Generator Loss: 0.7497 Epoch 1/2... Discriminator Loss: 1.0196... Generator Loss: 0.9811 Epoch 1/2... Discriminator Loss: 1.2924... Generator Loss: 0.5918 Epoch 1/2... Discriminator Loss: 0.9315... Generator Loss: 0.9265 Epoch 1/2... Discriminator Loss: 0.7932... Generator Loss: 1.1843 Epoch 1/2... Discriminator Loss: 0.9251... Generator Loss: 0.9241 Epoch 1/2... Discriminator Loss: 0.9218... Generator Loss: 0.9689 Epoch 1/2... Discriminator Loss: 0.6224... Generator Loss: 1.8264 Epoch 1/2... Discriminator Loss: 1.1101... Generator Loss: 0.7551 Epoch 1/2... Discriminator Loss: 0.9507... Generator Loss: 1.4643 Epoch 1/2... Discriminator Loss: 0.9779... Generator Loss: 1.0073 Epoch 1/2... Discriminator Loss: 1.1566... Generator Loss: 0.7834 Epoch 1/2... Discriminator Loss: 0.9888... Generator Loss: 0.9774 Epoch 1/2... Discriminator Loss: 0.8160... Generator Loss: 1.3980 Epoch 1/2... Discriminator Loss: 1.5173... Generator Loss: 0.5437 Epoch 1/2... Discriminator Loss: 1.8177... Generator Loss: 2.5413 Epoch 1/2... Discriminator Loss: 2.2691... Generator Loss: 0.4150 Epoch 1/2... Discriminator Loss: 1.2934... Generator Loss: 2.2056 Epoch 1/2... Discriminator Loss: 1.1590... Generator Loss: 0.9024 Epoch 1/2... Discriminator Loss: 1.6394... Generator Loss: 0.4846 Epoch 1/2... Discriminator Loss: 0.8476... Generator Loss: 1.5257 Epoch 1/2... Discriminator Loss: 1.1382... Generator Loss: 0.7280 Epoch 1/2... Discriminator Loss: 0.9320... Generator Loss: 0.9384 Epoch 1/2... Discriminator Loss: 0.9632... Generator Loss: 1.0338 Epoch 1/2... Discriminator Loss: 0.9309... Generator Loss: 0.9127 Epoch 1/2... Discriminator Loss: 1.0703... 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Epoch 1/2... Discriminator Loss: 1.5744... Generator Loss: 0.5162 Epoch 1/2... Discriminator Loss: 1.0306... Generator Loss: 1.1486 Epoch 1/2... Discriminator Loss: 1.0599... Generator Loss: 0.9788 Epoch 1/2... Discriminator Loss: 1.4123... Generator Loss: 0.5698 Epoch 1/2... Discriminator Loss: 1.1352... Generator Loss: 1.0985 Epoch 1/2... Discriminator Loss: 1.3547... Generator Loss: 0.6564 Epoch 1/2... Discriminator Loss: 0.9881... Generator Loss: 1.0123 Epoch 1/2... Discriminator Loss: 1.3332... Generator Loss: 0.6173 Epoch 1/2... Discriminator Loss: 1.0117... Generator Loss: 1.2183 Epoch 1/2... Discriminator Loss: 1.5486... Generator Loss: 0.5507 Epoch 1/2... Discriminator Loss: 1.4994... Generator Loss: 2.7154 Epoch 1/2... Discriminator Loss: 1.1731... Generator Loss: 0.7384 Epoch 1/2... Discriminator Loss: 1.0483... Generator Loss: 0.9754 Epoch 1/2... Discriminator Loss: 1.0270... Generator Loss: 0.9430 Epoch 1/2... Discriminator Loss: 1.0863... Generator Loss: 0.7654 Epoch 1/2... Discriminator Loss: 1.0058... Generator Loss: 1.2674 Epoch 1/2... Discriminator Loss: 1.4405... Generator Loss: 0.6186 Epoch 1/2... Discriminator Loss: 1.0882... Generator Loss: 1.4527 Epoch 1/2... Discriminator Loss: 1.1690... Generator Loss: 0.6957 Epoch 1/2... Discriminator Loss: 0.9718... Generator Loss: 0.9126 Epoch 1/2... Discriminator Loss: 1.0657... Generator Loss: 0.8014 Epoch 1/2... Discriminator Loss: 1.0032... Generator Loss: 1.0263 Epoch 1/2... Discriminator Loss: 0.9752... Generator Loss: 0.9087 Epoch 1/2... Discriminator Loss: 1.0177... Generator Loss: 0.8910 Epoch 1/2... Discriminator Loss: 0.9247... Generator Loss: 0.9620 Epoch 1/2... Discriminator Loss: 1.0873... Generator Loss: 0.7704 Epoch 1/2... Discriminator Loss: 1.1344... Generator Loss: 1.7514 Epoch 1/2... Discriminator Loss: 1.9515... Generator Loss: 0.4096 Epoch 1/2... Discriminator Loss: 1.2100... Generator Loss: 2.1352 Epoch 1/2... Discriminator Loss: 1.7645... Generator Loss: 0.4866 Epoch 1/2... Discriminator Loss: 1.5182... Generator Loss: 1.7547 Epoch 1/2... Discriminator Loss: 1.2473... Generator Loss: 0.7005 Epoch 1/2... Discriminator Loss: 1.2422... Generator Loss: 0.6605 Epoch 1/2... Discriminator Loss: 1.0997... Generator Loss: 1.4493 Epoch 1/2... Discriminator Loss: 1.1294... Generator Loss: 0.7091 Epoch 1/2... Discriminator Loss: 1.0922... Generator Loss: 0.9143 Epoch 1/2... Discriminator Loss: 0.9423... Generator Loss: 1.0926 Epoch 1/2... Discriminator Loss: 1.2552... Generator Loss: 0.6716 Epoch 1/2... Discriminator Loss: 1.2463... Generator Loss: 0.6552 Epoch 1/2... Discriminator Loss: 1.3666... Generator Loss: 0.6239 Epoch 1/2... Discriminator Loss: 1.0586... Generator Loss: 1.5786 Epoch 1/2... Discriminator Loss: 1.0800... Generator Loss: 0.9015 Epoch 1/2... Discriminator Loss: 0.9184... Generator Loss: 1.0530 Epoch 1/2... Discriminator Loss: 1.0562... Generator Loss: 0.8599 Epoch 1/2... Discriminator Loss: 0.8644... Generator Loss: 1.1563 Epoch 1/2... Discriminator Loss: 1.2889... Generator Loss: 0.6189 Epoch 1/2... Discriminator Loss: 0.8828... Generator Loss: 1.7039 Epoch 1/2... Discriminator Loss: 1.2779... Generator Loss: 0.6989 Epoch 1/2... Discriminator Loss: 0.9271... Generator Loss: 1.3113 Epoch 1/2... Discriminator Loss: 1.1072... Generator Loss: 0.9413 Epoch 1/2... Discriminator Loss: 1.1806... Generator Loss: 0.7545 Epoch 1/2... Discriminator Loss: 1.0179... Generator Loss: 1.2162 Epoch 1/2... Discriminator Loss: 1.3366... Generator Loss: 0.6933 Epoch 1/2... Discriminator Loss: 0.9910... Generator Loss: 0.9737 Epoch 1/2... Discriminator Loss: 0.9928... Generator Loss: 1.0213 Epoch 1/2... Discriminator Loss: 1.7821... Generator Loss: 0.4292 Epoch 1/2... Discriminator Loss: 0.9199... Generator Loss: 1.1980 Epoch 1/2... Discriminator Loss: 1.0845... Generator Loss: 0.8066 Epoch 1/2... Discriminator Loss: 1.1122... Generator Loss: 0.8486 Epoch 1/2... Discriminator Loss: 1.2230... Generator Loss: 0.6915 Epoch 1/2... Discriminator Loss: 1.1289... Generator Loss: 1.0335 Epoch 1/2... Discriminator Loss: 0.7578... Generator Loss: 1.3962 Epoch 1/2... Discriminator Loss: 1.0031... Generator Loss: 0.9002 Epoch 1/2... Discriminator Loss: 0.7996... Generator Loss: 1.7803 Epoch 1/2... Discriminator Loss: 1.7111... Generator Loss: 0.4467 Epoch 1/2... Discriminator Loss: 1.0571... Generator Loss: 2.0653 Epoch 1/2... Discriminator Loss: 2.0646... Generator Loss: 0.4286 Epoch 1/2... Discriminator Loss: 1.0001... Generator Loss: 2.0487 Epoch 1/2... Discriminator Loss: 0.9282... Generator Loss: 1.0352 Epoch 1/2... Discriminator Loss: 0.8718... Generator Loss: 1.0196 Epoch 1/2... Discriminator Loss: 0.9731... Generator Loss: 0.9454 Epoch 1/2... Discriminator Loss: 1.0584... Generator Loss: 0.7999 Epoch 1/2... Discriminator Loss: 0.7355... Generator Loss: 1.1656 Epoch 1/2... Discriminator Loss: 1.0262... Generator Loss: 0.8280 Epoch 1/2... Discriminator Loss: 0.6836... Generator Loss: 1.5170 Epoch 1/2... Discriminator Loss: 0.8252... Generator Loss: 1.0760 Epoch 1/2... Discriminator Loss: 0.9350... Generator Loss: 1.1309 Epoch 1/2... Discriminator Loss: 1.3453... Generator Loss: 0.5697 Epoch 1/2... Discriminator Loss: 0.8205... Generator Loss: 1.6928 Epoch 1/2... Discriminator Loss: 1.1004... Generator Loss: 0.7738 Epoch 1/2... Discriminator Loss: 0.8707... Generator Loss: 1.1312 Epoch 1/2... Discriminator Loss: 0.9205... Generator Loss: 0.9287 Epoch 1/2... Discriminator Loss: 0.9350... Generator Loss: 0.9667 Epoch 1/2... Discriminator Loss: 0.8908... Generator Loss: 1.0467 Epoch 1/2... Discriminator Loss: 1.0996... Generator Loss: 0.8157 Epoch 1/2... Discriminator Loss: 0.7330... Generator Loss: 1.3629 Epoch 1/2... Discriminator Loss: 1.2842... Generator Loss: 0.6440 Epoch 1/2... Discriminator Loss: 0.8381... Generator Loss: 1.4482 Epoch 1/2... Discriminator Loss: 0.8198... Generator Loss: 1.1373 Epoch 1/2... Discriminator Loss: 0.8391... 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Epoch 1/2... Discriminator Loss: 1.6402... Generator Loss: 0.4959 Epoch 1/2... Discriminator Loss: 1.0868... Generator Loss: 1.2938 Epoch 1/2... Discriminator Loss: 1.5056... Generator Loss: 0.5211 Epoch 1/2... Discriminator Loss: 1.0109... Generator Loss: 1.2229 Epoch 1/2... Discriminator Loss: 1.2457... Generator Loss: 0.6746 Epoch 1/2... Discriminator Loss: 1.0690... Generator Loss: 0.8974 Epoch 1/2... Discriminator Loss: 0.9476... Generator Loss: 0.9935 Epoch 1/2... Discriminator Loss: 1.0264... Generator Loss: 0.8725 Epoch 1/2... Discriminator Loss: 1.2774... Generator Loss: 0.5982 Epoch 1/2... Discriminator Loss: 1.0589... Generator Loss: 1.0001 Epoch 1/2... Discriminator Loss: 0.8575... Generator Loss: 1.0824 Epoch 1/2... Discriminator Loss: 0.9535... Generator Loss: 0.8864 Epoch 1/2... Discriminator Loss: 0.8231... Generator Loss: 1.1533 Epoch 1/2... Discriminator Loss: 0.8963... Generator Loss: 0.9945 Epoch 1/2... Discriminator Loss: 0.7878... Generator Loss: 1.0904 Epoch 1/2... Discriminator Loss: 0.8683... Generator Loss: 1.0498 Epoch 1/2... Discriminator Loss: 0.8747... Generator Loss: 1.0151 Epoch 1/2... Discriminator Loss: 0.7859... Generator Loss: 1.2130 Epoch 1/2... Discriminator Loss: 1.4123... Generator Loss: 0.5665 Epoch 1/2... Discriminator Loss: 0.7870... Generator Loss: 1.5861 Epoch 1/2... Discriminator Loss: 0.8368... Generator Loss: 1.0962 Epoch 1/2... Discriminator Loss: 1.2582... Generator Loss: 0.7286 Epoch 1/2... Discriminator Loss: 1.6867... Generator Loss: 2.6544 Epoch 1/2... Discriminator Loss: 2.3926... Generator Loss: 0.4058 Epoch 1/2... Discriminator Loss: 1.4256... Generator Loss: 2.3064 Epoch 1/2... Discriminator Loss: 1.3516... Generator Loss: 0.6401 Epoch 1/2... Discriminator Loss: 0.9414... Generator Loss: 1.2395 Epoch 1/2... Discriminator Loss: 1.0017... Generator Loss: 1.0745 Epoch 1/2... Discriminator Loss: 1.0042... Generator Loss: 0.8583 Epoch 1/2... Discriminator Loss: 1.1774... 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Generator Loss: 0.9178 Epoch 1/2... Discriminator Loss: 0.7829... Generator Loss: 1.3054 Epoch 1/2... Discriminator Loss: 1.0781... Generator Loss: 0.7375 Epoch 1/2... Discriminator Loss: 0.8090... Generator Loss: 1.2251 Epoch 1/2... Discriminator Loss: 1.1777... Generator Loss: 0.6690 Epoch 1/2... Discriminator Loss: 0.9157... Generator Loss: 1.6870 Epoch 1/2... Discriminator Loss: 1.1524... Generator Loss: 0.7089 Epoch 1/2... Discriminator Loss: 1.2695... Generator Loss: 0.6140 Epoch 1/2... Discriminator Loss: 0.8983... Generator Loss: 1.4913 Epoch 1/2... Discriminator Loss: 1.0687... Generator Loss: 0.8131 Epoch 1/2... Discriminator Loss: 0.9740... Generator Loss: 0.8972 Epoch 1/2... Discriminator Loss: 0.9408... Generator Loss: 1.2504 Epoch 1/2... Discriminator Loss: 1.4814... Generator Loss: 0.5161 Epoch 1/2... Discriminator Loss: 1.1630... Generator Loss: 0.7108 Epoch 1/2... Discriminator Loss: 0.9997... Generator Loss: 1.6339 Epoch 1/2... Discriminator Loss: 1.1813... Generator Loss: 0.7374 Epoch 1/2... Discriminator Loss: 1.1142... Generator Loss: 0.7350 Epoch 1/2... Discriminator Loss: 1.0215... Generator Loss: 0.8276 Epoch 1/2... Discriminator Loss: 0.9014... Generator Loss: 1.1591 Epoch 1/2... Discriminator Loss: 0.8740... Generator Loss: 1.0254 Epoch 1/2... Discriminator Loss: 0.8309... Generator Loss: 1.1877 Epoch 1/2... Discriminator Loss: 0.8662... Generator Loss: 0.9602 Epoch 1/2... Discriminator Loss: 0.8976... Generator Loss: 1.0434 Epoch 1/2... Discriminator Loss: 0.8993... Generator Loss: 0.9812 Epoch 1/2... Discriminator Loss: 0.8427... Generator Loss: 1.2095 Epoch 1/2... Discriminator Loss: 0.7267... Generator Loss: 1.2530 Epoch 1/2... Discriminator Loss: 1.8654... Generator Loss: 0.4489 Epoch 1/2... Discriminator Loss: 0.7633... Generator Loss: 1.9712 Epoch 1/2... Discriminator Loss: 0.7547... Generator Loss: 1.1609 Epoch 1/2... Discriminator Loss: 1.1158... Generator Loss: 0.7500 Epoch 1/2... Discriminator Loss: 1.6171... Generator Loss: 0.5047 Epoch 1/2... Discriminator Loss: 1.2803... Generator Loss: 1.8546 Epoch 1/2... Discriminator Loss: 1.2080... Generator Loss: 0.7111 Epoch 1/2... Discriminator Loss: 1.0325... Generator Loss: 0.9094 Epoch 1/2... Discriminator Loss: 0.8581... Generator Loss: 1.0580 Epoch 1/2... Discriminator Loss: 0.6349... Generator Loss: 1.5269 Epoch 1/2... Discriminator Loss: 0.9643... Generator Loss: 0.9662 Epoch 1/2... Discriminator Loss: 0.7244... Generator Loss: 1.3708 Epoch 1/2... Discriminator Loss: 1.2159... Generator Loss: 0.7312 Epoch 1/2... Discriminator Loss: 0.9141... Generator Loss: 0.9883 Epoch 1/2... Discriminator Loss: 0.9518... Generator Loss: 0.8987 Epoch 1/2... Discriminator Loss: 0.8604... Generator Loss: 2.2285 Epoch 1/2... Discriminator Loss: 1.8037... Generator Loss: 0.4962 Epoch 1/2... Discriminator Loss: 0.9396... Generator Loss: 1.6577 Epoch 1/2... Discriminator Loss: 1.3841... Generator Loss: 0.5756 Epoch 1/2... Discriminator Loss: 1.1867... 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Epoch 1/2... Discriminator Loss: 1.0305... Generator Loss: 0.9893 Epoch 1/2... Discriminator Loss: 1.6860... Generator Loss: 0.4842 Epoch 1/2... Discriminator Loss: 0.9267... Generator Loss: 1.7238 Epoch 1/2... Discriminator Loss: 1.1353... Generator Loss: 0.7805 Epoch 1/2... Discriminator Loss: 0.6959... Generator Loss: 1.4132 Epoch 1/2... Discriminator Loss: 1.1350... Generator Loss: 0.7625 Epoch 1/2... Discriminator Loss: 0.8865... Generator Loss: 1.2240 Epoch 1/2... Discriminator Loss: 0.8628... Generator Loss: 1.0702 Epoch 1/2... Discriminator Loss: 0.9317... Generator Loss: 1.3386 Epoch 1/2... Discriminator Loss: 0.9062... Generator Loss: 1.0163 Epoch 1/2... Discriminator Loss: 1.7563... Generator Loss: 0.5211 Epoch 1/2... Discriminator Loss: 1.3652... Generator Loss: 1.9533 Epoch 1/2... Discriminator Loss: 1.0340... Generator Loss: 0.9058 Epoch 1/2... Discriminator Loss: 1.0756... Generator Loss: 0.7712 Epoch 1/2... Discriminator Loss: 1.0127... 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Generator Loss: 0.6130 Epoch 1/2... Discriminator Loss: 0.8240... Generator Loss: 1.4621 Epoch 1/2... Discriminator Loss: 0.9910... Generator Loss: 0.9718 Epoch 1/2... Discriminator Loss: 1.0650... Generator Loss: 0.8825 Epoch 1/2... Discriminator Loss: 0.9458... Generator Loss: 1.0005 Epoch 1/2... Discriminator Loss: 0.8336... Generator Loss: 1.0219 Epoch 1/2... Discriminator Loss: 0.9307... Generator Loss: 1.1229 Epoch 1/2... Discriminator Loss: 1.2843... Generator Loss: 0.6023 Epoch 1/2... Discriminator Loss: 0.9556... Generator Loss: 0.9946 Epoch 1/2... Discriminator Loss: 0.6535... Generator Loss: 1.5788 Epoch 1/2... Discriminator Loss: 1.1118... Generator Loss: 0.7289 Epoch 1/2... Discriminator Loss: 0.7295... Generator Loss: 1.2163 Epoch 1/2... Discriminator Loss: 0.7842... Generator Loss: 1.3382 Epoch 1/2... Discriminator Loss: 1.1905... Generator Loss: 0.7767 Epoch 1/2... Discriminator Loss: 1.1066... Generator Loss: 1.0727 Epoch 1/2... Discriminator Loss: 1.2947... Generator Loss: 0.6015 Epoch 1/2... Discriminator Loss: 0.9324... Generator Loss: 1.0037 Epoch 1/2... Discriminator Loss: 0.9865... Generator Loss: 0.8624 Epoch 1/2... Discriminator Loss: 0.8646... Generator Loss: 1.0169 Epoch 1/2... Discriminator Loss: 0.9682... Generator Loss: 0.9396 Epoch 1/2... Discriminator Loss: 0.8332... Generator Loss: 1.0705 Epoch 1/2... Discriminator Loss: 1.0520... Generator Loss: 0.7519 Epoch 1/2... Discriminator Loss: 1.0528... Generator Loss: 1.2067 Epoch 1/2... Discriminator Loss: 2.0879... Generator Loss: 0.3865 Epoch 1/2... Discriminator Loss: 2.0381... Generator Loss: 2.7257 Epoch 1/2... Discriminator Loss: 1.3127... Generator Loss: 0.7957 Epoch 1/2... Discriminator Loss: 0.9912... Generator Loss: 0.9991 Epoch 1/2... Discriminator Loss: 1.0766... Generator Loss: 1.5557 Epoch 1/2... Discriminator Loss: 0.9475... Generator Loss: 0.9838 Epoch 1/2... Discriminator Loss: 1.2064... Generator Loss: 0.7032 Epoch 1/2... Discriminator Loss: 0.9101... 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Epoch 1/2... Discriminator Loss: 1.0779... Generator Loss: 0.8231 Epoch 1/2... Discriminator Loss: 0.8799... Generator Loss: 1.6796 Epoch 1/2... Discriminator Loss: 1.7284... Generator Loss: 0.5189 Epoch 1/2... Discriminator Loss: 0.9900... Generator Loss: 0.9741 Epoch 1/2... Discriminator Loss: 0.9330... Generator Loss: 0.9737 Epoch 1/2... Discriminator Loss: 0.9905... Generator Loss: 0.9017 Epoch 1/2... Discriminator Loss: 1.4668... Generator Loss: 0.5393 Epoch 1/2... Discriminator Loss: 0.9274... Generator Loss: 1.5689 Epoch 1/2... Discriminator Loss: 1.5352... Generator Loss: 0.5606 Epoch 1/2... Discriminator Loss: 0.8869... Generator Loss: 1.3975 Epoch 1/2... Discriminator Loss: 1.1428... Generator Loss: 0.7905 Epoch 1/2... Discriminator Loss: 0.8961... Generator Loss: 1.0461 Epoch 1/2... Discriminator Loss: 1.2991... Generator Loss: 0.6546 Epoch 1/2... Discriminator Loss: 0.8968... Generator Loss: 1.2475 Epoch 1/2... Discriminator Loss: 1.4680... Generator Loss: 0.5472 Epoch 1/2... Discriminator Loss: 1.0153... Generator Loss: 1.1379 Epoch 1/2... Discriminator Loss: 0.9169... Generator Loss: 1.0566 Epoch 1/2... Discriminator Loss: 0.9962... Generator Loss: 0.8850 Epoch 1/2... Discriminator Loss: 0.6182... Generator Loss: 1.6733 Epoch 1/2... Discriminator Loss: 0.6984... Generator Loss: 1.8594 Epoch 1/2... Discriminator Loss: 1.2313... Generator Loss: 0.7125 Epoch 1/2... Discriminator Loss: 0.7911... Generator Loss: 1.8233 Epoch 1/2... Discriminator Loss: 0.7588... Generator Loss: 1.2743 Epoch 1/2... Discriminator Loss: 2.0308... Generator Loss: 0.4120 Epoch 1/2... Discriminator Loss: 0.7502... Generator Loss: 1.8122 Epoch 1/2... Discriminator Loss: 0.8536... Generator Loss: 1.1666 Epoch 1/2... Discriminator Loss: 0.9007... Generator Loss: 1.0082 Epoch 1/2... Discriminator Loss: 0.9425... Generator Loss: 0.9624 Epoch 1/2... Discriminator Loss: 0.8601... Generator Loss: 1.1578 Epoch 1/2... Discriminator Loss: 1.0764... Generator Loss: 0.7440 Epoch 1/2... Discriminator Loss: 0.7629... Generator Loss: 1.7294 Epoch 1/2... Discriminator Loss: 0.7186... Generator Loss: 1.2661 Epoch 1/2... Discriminator Loss: 1.6499... Generator Loss: 0.4824 Epoch 1/2... Discriminator Loss: 0.9676... Generator Loss: 1.4070 Epoch 1/2... Discriminator Loss: 1.0684... Generator Loss: 0.7961 Epoch 1/2... Discriminator Loss: 0.6101... Generator Loss: 1.7381 Epoch 1/2... Discriminator Loss: 0.6369... Generator Loss: 1.6286 Epoch 1/2... Discriminator Loss: 0.6755... Generator Loss: 1.5355 Epoch 1/2... Discriminator Loss: 1.0472... Generator Loss: 0.8644 Epoch 1/2... Discriminator Loss: 0.7808... Generator Loss: 1.2447 Epoch 1/2... Discriminator Loss: 0.7188... Generator Loss: 1.2394 Epoch 1/2... Discriminator Loss: 0.9246... Generator Loss: 0.9668 Epoch 1/2... Discriminator Loss: 0.7638... Generator Loss: 1.3111 Epoch 1/2... Discriminator Loss: 1.3915... Generator Loss: 0.5781 Epoch 1/2... Discriminator Loss: 0.9434... Generator Loss: 2.1339 Epoch 1/2... Discriminator Loss: 1.0659... Generator Loss: 0.8333 Epoch 1/2... Discriminator Loss: 0.7938... Generator Loss: 1.2389 Epoch 1/2... Discriminator Loss: 0.7634... Generator Loss: 1.4176 Epoch 1/2... Discriminator Loss: 1.3127... Generator Loss: 0.6561 Epoch 1/2... Discriminator Loss: 0.7804... Generator Loss: 1.1569 Epoch 1/2... Discriminator Loss: 0.6818... Generator Loss: 1.5297 Epoch 1/2... Discriminator Loss: 0.8394... Generator Loss: 1.0489 Epoch 1/2... Discriminator Loss: 0.6175... Generator Loss: 1.6957 Epoch 1/2... Discriminator Loss: 0.7117... Generator Loss: 1.2665 Epoch 1/2... Discriminator Loss: 0.7934... Generator Loss: 1.0956 Epoch 1/2... Discriminator Loss: 0.9430... Generator Loss: 0.9871 Epoch 1/2... Discriminator Loss: 0.9716... Generator Loss: 0.8976 Epoch 1/2... Discriminator Loss: 0.8722... Generator Loss: 1.4271 Epoch 1/2... Discriminator Loss: 1.6599... Generator Loss: 0.4903 Epoch 1/2... Discriminator Loss: 1.2902... Generator Loss: 2.5922 Epoch 1/2... Discriminator Loss: 1.9090... Generator Loss: 0.4658 Epoch 1/2... Discriminator Loss: 0.8773... Generator Loss: 1.5571 Epoch 1/2... Discriminator Loss: 0.9075... Generator Loss: 1.1067 Epoch 1/2... Discriminator Loss: 1.0671... Generator Loss: 0.8715 Epoch 1/2... Discriminator Loss: 0.8658... Generator Loss: 1.1732 Epoch 1/2... Discriminator Loss: 0.5546... Generator Loss: 2.0150 Epoch 1/2... Discriminator Loss: 1.2255... Generator Loss: 0.7069 Epoch 1/2... Discriminator Loss: 1.0484... Generator Loss: 0.8643 Epoch 1/2... Discriminator Loss: 0.9246... Generator Loss: 1.4367 Epoch 1/2... Discriminator Loss: 1.0162... Generator Loss: 0.8415 Epoch 1/2... Discriminator Loss: 0.7625... Generator Loss: 1.4125 Epoch 1/2... Discriminator Loss: 1.3835... Generator Loss: 0.6135 Epoch 1/2... Discriminator Loss: 0.6841... Generator Loss: 1.6753 Epoch 1/2... Discriminator Loss: 0.7128... Generator Loss: 1.4617 Epoch 1/2... Discriminator Loss: 1.1877... Generator Loss: 0.6835 Epoch 1/2... Discriminator Loss: 0.7953... Generator Loss: 1.1105 Epoch 1/2... Discriminator Loss: 0.6161... Generator Loss: 1.5744 Epoch 1/2... Discriminator Loss: 0.6166... Generator Loss: 1.5934 Epoch 1/2... Discriminator Loss: 0.7482... Generator Loss: 1.2208 Epoch 1/2... Discriminator Loss: 0.6288... Generator Loss: 1.4461 Epoch 1/2... Discriminator Loss: 0.5929... Generator Loss: 1.6229 Epoch 1/2... Discriminator Loss: 2.1641... Generator Loss: 0.4045 Epoch 1/2... Discriminator Loss: 1.2877... Generator Loss: 2.7836 Epoch 1/2... Discriminator Loss: 0.8138... Generator Loss: 1.2159 Epoch 1/2... Discriminator Loss: 1.0648... Generator Loss: 0.9297 Epoch 1/2... Discriminator Loss: 0.9464... Generator Loss: 1.0169 Epoch 1/2... Discriminator Loss: 1.4414... Generator Loss: 0.5945 Epoch 1/2... Discriminator Loss: 0.9104... Generator Loss: 1.3791 Epoch 1/2... Discriminator Loss: 1.6696... Generator Loss: 0.4994 Epoch 1/2... Discriminator Loss: 0.8981... 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Epoch 1/2... Discriminator Loss: 0.7672... Generator Loss: 1.2380 Epoch 1/2... Discriminator Loss: 1.0035... Generator Loss: 0.8978 Epoch 1/2... Discriminator Loss: 0.7803... Generator Loss: 2.4921 Epoch 1/2... Discriminator Loss: 1.0955... Generator Loss: 0.9009 Epoch 1/2... Discriminator Loss: 0.6999... Generator Loss: 1.4196 Epoch 1/2... Discriminator Loss: 0.5361... Generator Loss: 1.8438 Epoch 1/2... Discriminator Loss: 0.9063... Generator Loss: 0.9528 Epoch 1/2... Discriminator Loss: 0.6596... Generator Loss: 1.4042 Epoch 1/2... Discriminator Loss: 0.6517... Generator Loss: 1.4134 Epoch 1/2... Discriminator Loss: 0.8804... Generator Loss: 0.9404 Epoch 1/2... Discriminator Loss: 0.7030... Generator Loss: 1.5806 Epoch 1/2... Discriminator Loss: 0.8631... Generator Loss: 1.0301 Epoch 1/2... Discriminator Loss: 1.7127... Generator Loss: 0.4811 Epoch 1/2... Discriminator Loss: 0.5740... Generator Loss: 2.1938 Epoch 1/2... Discriminator Loss: 1.2120... Generator Loss: 0.7059 Epoch 1/2... Discriminator Loss: 2.5596... Generator Loss: 0.3840 Epoch 1/2... Discriminator Loss: 1.6230... Generator Loss: 4.2864 Epoch 1/2... Discriminator Loss: 1.8891... Generator Loss: 0.8716 Epoch 1/2... Discriminator Loss: 0.7872... Generator Loss: 2.4582 Epoch 1/2... Discriminator Loss: 1.1717... Generator Loss: 0.7254 Epoch 1/2... Discriminator Loss: 0.8816... Generator Loss: 1.0915 Epoch 1/2... Discriminator Loss: 0.7948... Generator Loss: 2.0399 Epoch 1/2... Discriminator Loss: 0.8764... Generator Loss: 1.1123 Epoch 1/2... Discriminator Loss: 1.3348... Generator Loss: 0.6002 Epoch 1/2... Discriminator Loss: 1.0514... Generator Loss: 0.9760 Epoch 1/2... Discriminator Loss: 1.1960... Generator Loss: 0.8836 Epoch 1/2... Discriminator Loss: 1.2346... Generator Loss: 0.6476 Epoch 1/2... Discriminator Loss: 1.1965... Generator Loss: 0.8373 Epoch 1/2... Discriminator Loss: 0.9569... Generator Loss: 1.2019 Epoch 1/2... Discriminator Loss: 1.0842... Generator Loss: 0.7767 Epoch 1/2... Discriminator Loss: 1.1265... Generator Loss: 0.7645 Epoch 1/2... Discriminator Loss: 1.2974... Generator Loss: 0.6688 Epoch 1/2... Discriminator Loss: 0.8590... Generator Loss: 1.6382 Epoch 1/2... Discriminator Loss: 0.7033... Generator Loss: 1.8965 Epoch 1/2... Discriminator Loss: 1.3259... Generator Loss: 0.8307 Epoch 1/2... Discriminator Loss: 0.9912... Generator Loss: 1.8548 Epoch 1/2... Discriminator Loss: 1.0093... Generator Loss: 1.0292 Epoch 1/2... Discriminator Loss: 1.6417... Generator Loss: 0.5470 Epoch 1/2... Discriminator Loss: 1.1179... Generator Loss: 1.1473 Epoch 1/2... Discriminator Loss: 1.5688... Generator Loss: 0.5627 Epoch 1/2... Discriminator Loss: 1.1579... Generator Loss: 1.1819 Epoch 1/2... Discriminator Loss: 1.4472... Generator Loss: 0.5763 Epoch 1/2... Discriminator Loss: 0.9954... Generator Loss: 1.3782 Epoch 1/2... Discriminator Loss: 0.9339... Generator Loss: 1.1170 Epoch 1/2... Discriminator Loss: 1.7671... Generator Loss: 0.5049 Epoch 1/2... Discriminator Loss: 1.0420... Generator Loss: 1.2805 Epoch 1/2... Discriminator Loss: 1.0217... Generator Loss: 0.8632 Epoch 1/2... Discriminator Loss: 1.7235... Generator Loss: 0.4565 Epoch 1/2... Discriminator Loss: 1.0021... Generator Loss: 1.7551 Epoch 1/2... Discriminator Loss: 1.4467... Generator Loss: 0.6230 Epoch 1/2... Discriminator Loss: 0.9651... Generator Loss: 1.4015 Epoch 1/2... Discriminator Loss: 1.0382... Generator Loss: 0.8446 Epoch 1/2... Discriminator Loss: 0.8632... Generator Loss: 1.2568 Epoch 1/2... Discriminator Loss: 1.0376... Generator Loss: 0.9948 Epoch 1/2... Discriminator Loss: 1.0211... Generator Loss: 0.8439 Epoch 1/2... Discriminator Loss: 0.9074... Generator Loss: 1.2467 Epoch 1/2... Discriminator Loss: 0.7652... Generator Loss: 1.2376 Epoch 1/2... Discriminator Loss: 0.8955... Generator Loss: 0.9739 Epoch 1/2... Discriminator Loss: 0.9909... Generator Loss: 0.9710 Epoch 1/2... Discriminator Loss: 0.7979... Generator Loss: 1.2116 Epoch 1/2... Discriminator Loss: 1.0823... Generator Loss: 0.7810 Epoch 1/2... Discriminator Loss: 0.7698... Generator Loss: 1.3414 Epoch 1/2... Discriminator Loss: 0.6817... Generator Loss: 1.4880 Epoch 1/2... Discriminator Loss: 1.6735... Generator Loss: 0.4688 Epoch 1/2... Discriminator Loss: 0.8996... Generator Loss: 2.3123 Epoch 1/2... Discriminator Loss: 1.4357... Generator Loss: 0.5852 Epoch 1/2... Discriminator Loss: 0.9893... Generator Loss: 0.9520 Epoch 1/2... Discriminator Loss: 1.0652... Generator Loss: 0.9227 Epoch 1/2... Discriminator Loss: 1.3285... Generator Loss: 0.6586 Epoch 1/2... Discriminator Loss: 0.9525... Generator Loss: 1.7108 Epoch 1/2... Discriminator Loss: 1.5164... Generator Loss: 0.5316 Epoch 1/2... Discriminator Loss: 0.9991... Generator Loss: 0.8647 Epoch 1/2... Discriminator Loss: 1.1043... Generator Loss: 1.2636 Epoch 1/2... Discriminator Loss: 0.9971... Generator Loss: 0.8721 Epoch 1/2... Discriminator Loss: 0.8485... Generator Loss: 1.0071 Epoch 1/2... Discriminator Loss: 0.6505... Generator Loss: 1.5587 Epoch 1/2... Discriminator Loss: 0.9873... Generator Loss: 0.8555 Epoch 1/2... Discriminator Loss: 0.9718... Generator Loss: 0.8565 Epoch 1/2... Discriminator Loss: 0.7395... Generator Loss: 1.3008 Epoch 1/2... Discriminator Loss: 1.0800... Generator Loss: 0.7451 Epoch 1/2... Discriminator Loss: 0.8259... Generator Loss: 1.0851 Epoch 1/2... Discriminator Loss: 1.1897... Generator Loss: 0.6657 Epoch 1/2... Discriminator Loss: 1.0712... Generator Loss: 1.4515 Epoch 1/2... Discriminator Loss: 0.7784... Generator Loss: 1.1964 Epoch 1/2... Discriminator Loss: 0.6772... Generator Loss: 1.4920 Epoch 1/2... Discriminator Loss: 0.9610... Generator Loss: 0.9413 Epoch 1/2... Discriminator Loss: 0.7999... Generator Loss: 1.2415 Epoch 1/2... Discriminator Loss: 0.7505... Generator Loss: 1.2776 Epoch 1/2... Discriminator Loss: 0.9211... Generator Loss: 0.9712 Epoch 1/2... Discriminator Loss: 0.7715... 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Epoch 1/2... Discriminator Loss: 0.4762... Generator Loss: 2.5205 Epoch 1/2... Discriminator Loss: 1.0791... Generator Loss: 0.8818 Epoch 1/2... Discriminator Loss: 1.3313... Generator Loss: 0.5786 Epoch 1/2... Discriminator Loss: 0.8662... Generator Loss: 1.0617 Epoch 1/2... Discriminator Loss: 0.9229... Generator Loss: 1.2023 Epoch 1/2... Discriminator Loss: 1.4570... Generator Loss: 0.5554 Epoch 1/2... Discriminator Loss: 1.8631... Generator Loss: 3.0055 Epoch 1/2... Discriminator Loss: 2.1315... Generator Loss: 0.4202 Epoch 1/2... Discriminator Loss: 1.3491... Generator Loss: 2.8656 Epoch 1/2... Discriminator Loss: 1.5014... Generator Loss: 0.5370 Epoch 1/2... Discriminator Loss: 1.0215... Generator Loss: 1.1038 Epoch 1/2... Discriminator Loss: 0.8764... Generator Loss: 1.2893 Epoch 1/2... Discriminator Loss: 1.0962... Generator Loss: 0.7581 Epoch 1/2... Discriminator Loss: 1.3234... Generator Loss: 0.8878 Epoch 1/2... Discriminator Loss: 1.1068... 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Generator Loss: 0.3969 Epoch 1/2... Discriminator Loss: 1.7440... Generator Loss: 2.2643 Epoch 1/2... Discriminator Loss: 1.0216... Generator Loss: 1.0971 Epoch 1/2... Discriminator Loss: 1.1070... Generator Loss: 0.8079 Epoch 1/2... Discriminator Loss: 0.9069... Generator Loss: 1.5321 Epoch 1/2... Discriminator Loss: 1.1905... Generator Loss: 0.7000 Epoch 1/2... Discriminator Loss: 0.9783... Generator Loss: 1.3354 Epoch 1/2... Discriminator Loss: 0.9529... Generator Loss: 1.0050 Epoch 1/2... Discriminator Loss: 1.1538... Generator Loss: 0.7698 Epoch 1/2... Discriminator Loss: 0.9877... Generator Loss: 1.2666 Epoch 1/2... Discriminator Loss: 0.9534... Generator Loss: 0.9998 Epoch 1/2... Discriminator Loss: 0.9903... Generator Loss: 0.8906 Epoch 1/2... Discriminator Loss: 0.8834... Generator Loss: 1.2149 Epoch 1/2... Discriminator Loss: 0.8273... Generator Loss: 1.2392 Epoch 1/2... Discriminator Loss: 0.9899... Generator Loss: 0.9074 Epoch 1/2... Discriminator Loss: 0.9748... Generator Loss: 0.8701 Epoch 1/2... Discriminator Loss: 0.9036... Generator Loss: 1.2870 Epoch 1/2... Discriminator Loss: 0.8825... Generator Loss: 1.0168 Epoch 1/2... Discriminator Loss: 0.8818... Generator Loss: 0.9537 Epoch 1/2... Discriminator Loss: 0.9237... Generator Loss: 1.0304 Epoch 1/2... Discriminator Loss: 0.9423... Generator Loss: 0.9816 Epoch 1/2... Discriminator Loss: 1.1014... Generator Loss: 0.7530 Epoch 1/2... Discriminator Loss: 0.9192... Generator Loss: 1.0599 Epoch 1/2... Discriminator Loss: 0.8717... Generator Loss: 1.0982 Epoch 1/2... Discriminator Loss: 0.8618... Generator Loss: 1.0244 Epoch 1/2... Discriminator Loss: 0.9493... Generator Loss: 0.8777 Epoch 1/2... Discriminator Loss: 0.6934... Generator Loss: 1.4342 Epoch 1/2... Discriminator Loss: 1.0592... Generator Loss: 0.8168 Epoch 1/2... Discriminator Loss: 0.8410... Generator Loss: 1.2417 Epoch 1/2... Discriminator Loss: 0.8720... Generator Loss: 1.0126 Epoch 1/2... Discriminator Loss: 0.8515... Generator Loss: 1.0176 Epoch 1/2... Discriminator Loss: 1.6713... Generator Loss: 0.4462 Epoch 1/2... Discriminator Loss: 0.9000... Generator Loss: 1.3078 Epoch 1/2... Discriminator Loss: 0.6719... Generator Loss: 2.2317 Epoch 1/2... Discriminator Loss: 1.4531... Generator Loss: 0.6245 Epoch 1/2... Discriminator Loss: 0.8905... Generator Loss: 1.0905 Epoch 1/2... Discriminator Loss: 0.8393... Generator Loss: 1.1373 Epoch 1/2... Discriminator Loss: 0.8523... Generator Loss: 1.0150 Epoch 1/2... Discriminator Loss: 0.9258... Generator Loss: 0.9438 Epoch 1/2... Discriminator Loss: 1.0129... Generator Loss: 0.8577 Epoch 1/2... Discriminator Loss: 0.6185... Generator Loss: 1.8028 Epoch 1/2... Discriminator Loss: 0.9369... Generator Loss: 0.8819 Epoch 1/2... Discriminator Loss: 1.0774... Generator Loss: 0.7837 Epoch 1/2... Discriminator Loss: 0.6923... Generator Loss: 1.4163 Epoch 1/2... Discriminator Loss: 0.9243... Generator Loss: 0.9474 Epoch 1/2... Discriminator Loss: 0.7586... Generator Loss: 1.2153 Epoch 1/2... Discriminator Loss: 1.2709... Generator Loss: 0.6382 Epoch 2/2... Discriminator Loss: 1.1648... Generator Loss: 0.7308 Epoch 2/2... Discriminator Loss: 0.9340... Generator Loss: 1.2665 Epoch 2/2... Discriminator Loss: 0.8137... Generator Loss: 1.1000 Epoch 2/2... Discriminator Loss: 0.8452... Generator Loss: 1.0128 Epoch 2/2... Discriminator Loss: 0.7555... Generator Loss: 1.3042 Epoch 2/2... Discriminator Loss: 0.9145... Generator Loss: 0.9633 Epoch 2/2... Discriminator Loss: 0.7968... Generator Loss: 1.1056 Epoch 2/2... Discriminator Loss: 1.0551... Generator Loss: 0.9157 Epoch 2/2... Discriminator Loss: 1.1006... Generator Loss: 0.8250 Epoch 2/2... Discriminator Loss: 1.3040... Generator Loss: 0.6584 Epoch 2/2... Discriminator Loss: 1.8989... Generator Loss: 2.9346 Epoch 2/2... Discriminator Loss: 1.9904... Generator Loss: 0.5637 Epoch 2/2... Discriminator Loss: 1.4343... Generator Loss: 2.5878 Epoch 2/2... Discriminator Loss: 2.3898... Generator Loss: 0.3605 Epoch 2/2... Discriminator Loss: 1.1065... Generator Loss: 2.0674 Epoch 2/2... Discriminator Loss: 1.6736... Generator Loss: 0.5446 Epoch 2/2... Discriminator Loss: 0.9825... Generator Loss: 0.9759 Epoch 2/2... Discriminator Loss: 0.9144... Generator Loss: 1.1266 Epoch 2/2... Discriminator Loss: 0.7964... Generator Loss: 1.2755 Epoch 2/2... Discriminator Loss: 1.4382... Generator Loss: 0.5493 Epoch 2/2... Discriminator Loss: 0.8749... Generator Loss: 1.2124 Epoch 2/2... Discriminator Loss: 0.8291... Generator Loss: 1.1386 Epoch 2/2... Discriminator Loss: 1.1479... Generator Loss: 0.7113 Epoch 2/2... Discriminator Loss: 0.7077... Generator Loss: 1.2645
Epoch 2/2... Discriminator Loss: 0.5586... Generator Loss: 1.8610 Epoch 2/2... Discriminator Loss: 0.8409... Generator Loss: 1.1216 Epoch 2/2... Discriminator Loss: 1.0278... Generator Loss: 0.7841 Epoch 2/2... Discriminator Loss: 1.0005... Generator Loss: 1.2497 Epoch 2/2... Discriminator Loss: 1.0110... Generator Loss: 0.8362 Epoch 2/2... Discriminator Loss: 1.4162... Generator Loss: 0.5601 Epoch 2/2... Discriminator Loss: 0.8399... Generator Loss: 1.1183 Epoch 2/2... Discriminator Loss: 0.7519... Generator Loss: 1.3244 Epoch 2/2... Discriminator Loss: 0.9290... Generator Loss: 1.0557 Epoch 2/2... Discriminator Loss: 1.0280... Generator Loss: 0.8192 Epoch 2/2... Discriminator Loss: 0.8259... Generator Loss: 1.0952 Epoch 2/2... Discriminator Loss: 0.8978... Generator Loss: 1.0526 Epoch 2/2... Discriminator Loss: 0.9320... Generator Loss: 0.9695 Epoch 2/2... Discriminator Loss: 1.0956... Generator Loss: 0.7449 Epoch 2/2... Discriminator Loss: 0.9080... Generator Loss: 1.0841 Epoch 2/2... Discriminator Loss: 0.8584... Generator Loss: 1.0799 Epoch 2/2... Discriminator Loss: 0.7898... Generator Loss: 1.2114 Epoch 2/2... Discriminator Loss: 0.6521... Generator Loss: 1.5172 Epoch 2/2... Discriminator Loss: 0.8357... Generator Loss: 1.1479 Epoch 2/2... Discriminator Loss: 0.7438... Generator Loss: 1.1620 Epoch 2/2... Discriminator Loss: 0.8329... Generator Loss: 1.1832 Epoch 2/2... Discriminator Loss: 0.7033... Generator Loss: 1.3360 Epoch 2/2... Discriminator Loss: 1.0893... Generator Loss: 0.7199 Epoch 2/2... Discriminator Loss: 0.7969... Generator Loss: 1.6155 Epoch 2/2... Discriminator Loss: 1.4103... Generator Loss: 0.5699 Epoch 2/2... Discriminator Loss: 1.4397... Generator Loss: 2.3862 Epoch 2/2... Discriminator Loss: 1.4497... Generator Loss: 0.6278 Epoch 2/2... Discriminator Loss: 1.0861... Generator Loss: 0.8023 Epoch 2/2... Discriminator Loss: 1.1057... Generator Loss: 1.7719 Epoch 2/2... Discriminator Loss: 1.1588... Generator Loss: 0.7544 Epoch 2/2... Discriminator Loss: 0.9689... Generator Loss: 1.6122 Epoch 2/2... Discriminator Loss: 1.3048... Generator Loss: 0.6829 Epoch 2/2... Discriminator Loss: 1.1676... Generator Loss: 0.7359 Epoch 2/2... Discriminator Loss: 0.9898... Generator Loss: 0.8867 Epoch 2/2... Discriminator Loss: 0.9441... Generator Loss: 1.0048 Epoch 2/2... Discriminator Loss: 1.0670... Generator Loss: 0.9165 Epoch 2/2... Discriminator Loss: 1.0145... Generator Loss: 0.9600 Epoch 2/2... Discriminator Loss: 0.9275... Generator Loss: 1.3654 Epoch 2/2... Discriminator Loss: 1.3721... Generator Loss: 0.5671 Epoch 2/2... Discriminator Loss: 0.9903... Generator Loss: 0.8750 Epoch 2/2... Discriminator Loss: 0.7613... Generator Loss: 1.6379 Epoch 2/2... Discriminator Loss: 0.6714... Generator Loss: 1.3797 Epoch 2/2... Discriminator Loss: 0.8990... Generator Loss: 0.9079 Epoch 2/2... Discriminator Loss: 0.9439... Generator Loss: 0.9987 Epoch 2/2... Discriminator Loss: 0.7154... Generator Loss: 1.3318 Epoch 2/2... Discriminator Loss: 1.1499... Generator Loss: 0.7406 Epoch 2/2... Discriminator Loss: 0.8157... Generator Loss: 1.4180 Epoch 2/2... Discriminator Loss: 1.4219... Generator Loss: 0.5775 Epoch 2/2... Discriminator Loss: 0.8393... Generator Loss: 2.0216 Epoch 2/2... Discriminator Loss: 1.1557... Generator Loss: 0.8849 Epoch 2/2... Discriminator Loss: 0.6539... Generator Loss: 1.4735 Epoch 2/2... Discriminator Loss: 0.7962... Generator Loss: 1.1104 Epoch 2/2... Discriminator Loss: 1.0197... Generator Loss: 0.8319 Epoch 2/2... Discriminator Loss: 0.7221... Generator Loss: 1.2922 Epoch 2/2... Discriminator Loss: 1.0026... Generator Loss: 0.8339 Epoch 2/2... Discriminator Loss: 0.7734... Generator Loss: 1.3279 Epoch 2/2... Discriminator Loss: 1.1439... Generator Loss: 0.8210 Epoch 2/2... Discriminator Loss: 0.8332... Generator Loss: 1.2749 Epoch 2/2... Discriminator Loss: 1.3836... Generator Loss: 0.5997 Epoch 2/2... Discriminator Loss: 0.8681... Generator Loss: 1.7557 Epoch 2/2... Discriminator Loss: 1.4762... Generator Loss: 0.6033 Epoch 2/2... Discriminator Loss: 1.0622... Generator Loss: 1.6090 Epoch 2/2... Discriminator Loss: 1.2741... Generator Loss: 0.6795 Epoch 2/2... Discriminator Loss: 1.0869... Generator Loss: 2.1189 Epoch 2/2... Discriminator Loss: 1.0602... Generator Loss: 0.8406 Epoch 2/2... Discriminator Loss: 0.7302... Generator Loss: 1.2881 Epoch 2/2... Discriminator Loss: 1.0008... Generator Loss: 0.8725 Epoch 2/2... Discriminator Loss: 0.7933... Generator Loss: 1.4848 Epoch 2/2... Discriminator Loss: 1.0597... Generator Loss: 0.8570 Epoch 2/2... Discriminator Loss: 0.9247... Generator Loss: 0.9769 Epoch 2/2... Discriminator Loss: 1.2062... Generator Loss: 0.7454 Epoch 2/2... Discriminator Loss: 0.9188... Generator Loss: 1.1486 Epoch 2/2... Discriminator Loss: 1.1562... Generator Loss: 0.7482 Epoch 2/2... Discriminator Loss: 1.1259... Generator Loss: 0.8334 Epoch 2/2... Discriminator Loss: 0.8581... Generator Loss: 2.0408 Epoch 2/2... Discriminator Loss: 1.0192... Generator Loss: 0.9047 Epoch 2/2... Discriminator Loss: 0.8432... Generator Loss: 1.1988 Epoch 2/2... Discriminator Loss: 1.6455... Generator Loss: 0.5192 Epoch 2/2... Discriminator Loss: 1.6424... Generator Loss: 2.7340 Epoch 2/2... Discriminator Loss: 1.1797... Generator Loss: 0.8011 Epoch 2/2... Discriminator Loss: 0.9600... Generator Loss: 1.2744 Epoch 2/2... Discriminator Loss: 1.0334... Generator Loss: 0.9140 Epoch 2/2... Discriminator Loss: 1.1391... Generator Loss: 0.7555 Epoch 2/2... Discriminator Loss: 1.0402... Generator Loss: 2.0238 Epoch 2/2... Discriminator Loss: 0.9663... Generator Loss: 0.9257 Epoch 2/2... Discriminator Loss: 0.8976... Generator Loss: 1.3276 Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 0.8393 Epoch 2/2... Discriminator Loss: 0.7401... Generator Loss: 1.5039 Epoch 2/2... Discriminator Loss: 1.0311... Generator Loss: 0.8317 Epoch 2/2... Discriminator Loss: 0.5849... Generator Loss: 1.7064 Epoch 2/2... Discriminator Loss: 0.6277... Generator Loss: 1.6107 Epoch 2/2... Discriminator Loss: 1.1188... Generator Loss: 0.7857 Epoch 2/2... Discriminator Loss: 0.8484... Generator Loss: 1.0824 Epoch 2/2... Discriminator Loss: 0.8800... Generator Loss: 1.0369 Epoch 2/2... Discriminator Loss: 0.9101... Generator Loss: 1.0300 Epoch 2/2... Discriminator Loss: 1.0136... Generator Loss: 0.9483 Epoch 2/2... Discriminator Loss: 1.0309... Generator Loss: 0.8139 Epoch 2/2... Discriminator Loss: 1.1737... Generator Loss: 0.7793 Epoch 2/2... Discriminator Loss: 0.9174... Generator Loss: 1.3281 Epoch 2/2... Discriminator Loss: 1.2562... Generator Loss: 0.7323
Epoch 2/2... Discriminator Loss: 0.9472... Generator Loss: 1.0529 Epoch 2/2... Discriminator Loss: 0.9512... Generator Loss: 0.9759 Epoch 2/2... Discriminator Loss: 1.2969... Generator Loss: 0.6715 Epoch 2/2... Discriminator Loss: 1.3935... Generator Loss: 2.1097 Epoch 2/2... Discriminator Loss: 1.4584... Generator Loss: 0.5836 Epoch 2/2... Discriminator Loss: 0.9357... Generator Loss: 1.1270 Epoch 2/2... Discriminator Loss: 0.9075... Generator Loss: 0.9654 Epoch 2/2... Discriminator Loss: 1.0037... Generator Loss: 0.9298 Epoch 2/2... Discriminator Loss: 0.8698... Generator Loss: 1.1726 Epoch 2/2... Discriminator Loss: 1.1359... Generator Loss: 0.7139 Epoch 2/2... Discriminator Loss: 0.7022... Generator Loss: 1.3479 Epoch 2/2... Discriminator Loss: 0.7354... Generator Loss: 1.3575 Epoch 2/2... Discriminator Loss: 1.0343... Generator Loss: 0.8417 Epoch 2/2... Discriminator Loss: 0.7222... Generator Loss: 1.3537 Epoch 2/2... Discriminator Loss: 0.8413... Generator Loss: 1.1392 Epoch 2/2... Discriminator Loss: 1.1960... Generator Loss: 0.6752 Epoch 2/2... Discriminator Loss: 0.9781... Generator Loss: 0.9241 Epoch 2/2... Discriminator Loss: 0.9010... Generator Loss: 2.2463 Epoch 2/2... Discriminator Loss: 1.1934... Generator Loss: 0.7764 Epoch 2/2... Discriminator Loss: 0.7661... Generator Loss: 1.6470 Epoch 2/2... Discriminator Loss: 0.6673... Generator Loss: 1.5523 Epoch 2/2... Discriminator Loss: 1.0819... Generator Loss: 0.8270 Epoch 2/2... Discriminator Loss: 0.7796... Generator Loss: 1.4076 Epoch 2/2... Discriminator Loss: 0.9417... Generator Loss: 0.9668 Epoch 2/2... Discriminator Loss: 0.7997... Generator Loss: 1.3490 Epoch 2/2... Discriminator Loss: 1.0834... Generator Loss: 0.7544 Epoch 2/2... Discriminator Loss: 0.8637... Generator Loss: 1.1404 Epoch 2/2... Discriminator Loss: 1.0683... Generator Loss: 0.8420 Epoch 2/2... Discriminator Loss: 0.8248... Generator Loss: 1.3772 Epoch 2/2... Discriminator Loss: 0.6743... Generator Loss: 1.3762 Epoch 2/2... Discriminator Loss: 1.1619... Generator Loss: 0.7658 Epoch 2/2... Discriminator Loss: 0.7771... Generator Loss: 1.8089 Epoch 2/2... Discriminator Loss: 0.7118... Generator Loss: 1.2852 Epoch 2/2... Discriminator Loss: 0.9564... Generator Loss: 0.9047 Epoch 2/2... Discriminator Loss: 0.6460... Generator Loss: 1.5605 Epoch 2/2... Discriminator Loss: 0.6644... Generator Loss: 1.5038 Epoch 2/2... Discriminator Loss: 1.0941... Generator Loss: 0.7923 Epoch 2/2... Discriminator Loss: 0.6702... Generator Loss: 1.6173 Epoch 2/2... Discriminator Loss: 0.8767... Generator Loss: 1.0513 Epoch 2/2... Discriminator Loss: 0.8511... Generator Loss: 1.1776 Epoch 2/2... Discriminator Loss: 0.6258... Generator Loss: 1.5788 Epoch 2/2... Discriminator Loss: 1.0438... Generator Loss: 0.8546 Epoch 2/2... Discriminator Loss: 0.7480... Generator Loss: 1.5066 Epoch 2/2... Discriminator Loss: 0.6853... Generator Loss: 1.3692 Epoch 2/2... Discriminator Loss: 0.8408... Generator Loss: 1.0463 Epoch 2/2... Discriminator Loss: 1.5971... Generator Loss: 0.5332 Epoch 2/2... Discriminator Loss: 0.8757... Generator Loss: 2.4290 Epoch 2/2... Discriminator Loss: 0.9098... Generator Loss: 0.9579 Epoch 2/2... Discriminator Loss: 0.8489... Generator Loss: 1.0311 Epoch 2/2... Discriminator Loss: 0.8360... Generator Loss: 1.4550 Epoch 2/2... Discriminator Loss: 1.3646... Generator Loss: 0.6453 Epoch 2/2... Discriminator Loss: 0.8290... Generator Loss: 2.4224 Epoch 2/2... Discriminator Loss: 1.6885... Generator Loss: 0.5154 Epoch 2/2... Discriminator Loss: 0.8540... Generator Loss: 1.1654 Epoch 2/2... Discriminator Loss: 0.7112... Generator Loss: 1.4794 Epoch 2/2... Discriminator Loss: 0.8575... Generator Loss: 1.0688 Epoch 2/2... Discriminator Loss: 0.9241... Generator Loss: 0.9472 Epoch 2/2... Discriminator Loss: 0.7234... Generator Loss: 1.7239 Epoch 2/2... Discriminator Loss: 1.3383... Generator Loss: 0.6785 Epoch 2/2... Discriminator Loss: 1.0705... Generator Loss: 2.8209 Epoch 2/2... Discriminator Loss: 0.9105... Generator Loss: 1.1118 Epoch 2/2... Discriminator Loss: 0.7196... Generator Loss: 1.3365 Epoch 2/2... Discriminator Loss: 0.8709... Generator Loss: 1.1425 Epoch 2/2... Discriminator Loss: 0.6279... Generator Loss: 1.4783 Epoch 2/2... Discriminator Loss: 0.5844... Generator Loss: 1.7729 Epoch 2/2... Discriminator Loss: 0.6296... Generator Loss: 1.4446 Epoch 2/2... Discriminator Loss: 1.0302... Generator Loss: 0.7992 Epoch 2/2... Discriminator Loss: 0.5694... Generator Loss: 1.6932 Epoch 2/2... Discriminator Loss: 0.8512... Generator Loss: 2.1595 Epoch 2/2... Discriminator Loss: 1.2747... Generator Loss: 0.7280 Epoch 2/2... Discriminator Loss: 0.9956... Generator Loss: 1.5037 Epoch 2/2... Discriminator Loss: 1.3265... Generator Loss: 0.6889 Epoch 2/2... Discriminator Loss: 0.6594... Generator Loss: 1.6575 Epoch 2/2... Discriminator Loss: 1.0440... Generator Loss: 0.7872 Epoch 2/2... Discriminator Loss: 0.9004... Generator Loss: 1.1351 Epoch 2/2... Discriminator Loss: 0.9002... Generator Loss: 0.9940 Epoch 2/2... Discriminator Loss: 0.6792... Generator Loss: 1.3608 Epoch 2/2... Discriminator Loss: 0.6234... Generator Loss: 1.5183 Epoch 2/2... Discriminator Loss: 0.7261... Generator Loss: 1.1687 Epoch 2/2... Discriminator Loss: 0.9159... Generator Loss: 0.9288 Epoch 2/2... Discriminator Loss: 1.6022... Generator Loss: 0.4975 Epoch 2/2... Discriminator Loss: 0.7629... Generator Loss: 2.1948 Epoch 2/2... Discriminator Loss: 1.5408... Generator Loss: 0.6004 Epoch 2/2... Discriminator Loss: 1.0759... Generator Loss: 1.7940 Epoch 2/2... Discriminator Loss: 1.8460... Generator Loss: 0.4688 Epoch 2/2... Discriminator Loss: 1.4846... Generator Loss: 2.2212 Epoch 2/2... Discriminator Loss: 1.5791... Generator Loss: 0.5032 Epoch 2/2... Discriminator Loss: 0.8292... Generator Loss: 1.6376 Epoch 2/2... Discriminator Loss: 1.1887... Generator Loss: 0.6944 Epoch 2/2... Discriminator Loss: 0.9142... Generator Loss: 1.1760 Epoch 2/2... Discriminator Loss: 0.8984... Generator Loss: 0.9388 Epoch 2/2... Discriminator Loss: 0.8569... Generator Loss: 1.0614 Epoch 2/2... Discriminator Loss: 0.8784... Generator Loss: 1.0989 Epoch 2/2... Discriminator Loss: 1.0046... Generator Loss: 0.8306 Epoch 2/2... Discriminator Loss: 0.7651... Generator Loss: 1.8283 Epoch 2/2... Discriminator Loss: 0.7118... Generator Loss: 1.3639 Epoch 2/2... Discriminator Loss: 1.2126... Generator Loss: 0.7214 Epoch 2/2... Discriminator Loss: 0.9621... Generator Loss: 2.1075 Epoch 2/2... Discriminator Loss: 1.2140... Generator Loss: 0.6892 Epoch 2/2... Discriminator Loss: 0.8199... Generator Loss: 1.4671
Epoch 2/2... Discriminator Loss: 0.6522... Generator Loss: 1.4078 Epoch 2/2... Discriminator Loss: 1.0520... Generator Loss: 0.7536 Epoch 2/2... Discriminator Loss: 0.7640... Generator Loss: 1.1399 Epoch 2/2... Discriminator Loss: 0.7045... Generator Loss: 1.3858 Epoch 2/2... Discriminator Loss: 0.8814... Generator Loss: 1.0157 Epoch 2/2... Discriminator Loss: 0.5850... Generator Loss: 1.5737 Epoch 2/2... Discriminator Loss: 1.6401... Generator Loss: 0.4845 Epoch 2/2... Discriminator Loss: 0.7988... Generator Loss: 1.8863 Epoch 2/2... Discriminator Loss: 0.5382... Generator Loss: 1.9923 Epoch 2/2... Discriminator Loss: 0.9977... Generator Loss: 0.9445 Epoch 2/2... Discriminator Loss: 0.8273... Generator Loss: 1.0370 Epoch 2/2... Discriminator Loss: 0.9185... Generator Loss: 0.9184 Epoch 2/2... Discriminator Loss: 0.6706... Generator Loss: 1.3576 Epoch 2/2... Discriminator Loss: 0.7735... Generator Loss: 1.2581 Epoch 2/2... Discriminator Loss: 0.6451... Generator Loss: 1.5992 Epoch 2/2... Discriminator Loss: 0.9637... Generator Loss: 0.9747 Epoch 2/2... Discriminator Loss: 0.8517... Generator Loss: 1.0640 Epoch 2/2... Discriminator Loss: 0.7546... Generator Loss: 1.3044 Epoch 2/2... Discriminator Loss: 0.7288... Generator Loss: 1.2658 Epoch 2/2... Discriminator Loss: 0.8822... Generator Loss: 1.0604 Epoch 2/2... Discriminator Loss: 0.8124... Generator Loss: 1.6231 Epoch 2/2... Discriminator Loss: 1.2070... Generator Loss: 0.8088 Epoch 2/2... Discriminator Loss: 0.8057... Generator Loss: 1.1962 Epoch 2/2... Discriminator Loss: 0.8117... Generator Loss: 1.2366 Epoch 2/2... Discriminator Loss: 0.7375... Generator Loss: 1.2035 Epoch 2/2... Discriminator Loss: 0.7851... Generator Loss: 1.2285 Epoch 2/2... Discriminator Loss: 0.5891... Generator Loss: 1.6330 Epoch 2/2... Discriminator Loss: 0.5595... Generator Loss: 1.9141 Epoch 2/2... Discriminator Loss: 0.7302... Generator Loss: 1.2586 Epoch 2/2... Discriminator Loss: 0.5510... Generator Loss: 1.7748 Epoch 2/2... Discriminator Loss: 0.6445... Generator Loss: 1.6098 Epoch 2/2... Discriminator Loss: 0.9579... Generator Loss: 0.9289 Epoch 2/2... Discriminator Loss: 0.8414... Generator Loss: 0.9949 Epoch 2/2... Discriminator Loss: 1.0378... Generator Loss: 0.8083 Epoch 2/2... Discriminator Loss: 0.7284... Generator Loss: 1.3032 Epoch 2/2... Discriminator Loss: 0.4587... Generator Loss: 2.3205 Epoch 2/2... Discriminator Loss: 1.9317... Generator Loss: 0.4308 Epoch 2/2... Discriminator Loss: 1.1498... Generator Loss: 3.1605 Epoch 2/2... Discriminator Loss: 1.2486... Generator Loss: 0.7628 Epoch 2/2... Discriminator Loss: 0.9955... Generator Loss: 0.8918 Epoch 2/2... Discriminator Loss: 0.7698... Generator Loss: 2.0906 Epoch 2/2... Discriminator Loss: 0.7796... Generator Loss: 1.1611 Epoch 2/2... Discriminator Loss: 1.3667... Generator Loss: 0.6102 Epoch 2/2... Discriminator Loss: 0.8338... Generator Loss: 1.0762 Epoch 2/2... Discriminator Loss: 1.0786... Generator Loss: 0.8370 Epoch 2/2... Discriminator Loss: 0.9110... Generator Loss: 1.9094 Epoch 2/2... Discriminator Loss: 1.7202... Generator Loss: 0.4728 Epoch 2/2... Discriminator Loss: 0.8606... Generator Loss: 1.3725 Epoch 2/2... Discriminator Loss: 0.6083... Generator Loss: 1.7036 Epoch 2/2... Discriminator Loss: 0.7760... Generator Loss: 1.2623 Epoch 2/2... Discriminator Loss: 1.0100... Generator Loss: 0.8001 Epoch 2/2... Discriminator Loss: 0.6026... Generator Loss: 1.8793 Epoch 2/2... Discriminator Loss: 1.0952... Generator Loss: 0.8328 Epoch 2/2... Discriminator Loss: 0.6894... Generator Loss: 1.5111 Epoch 2/2... Discriminator Loss: 0.8403... Generator Loss: 1.0361 Epoch 2/2... Discriminator Loss: 0.7189... Generator Loss: 1.2482 Epoch 2/2... Discriminator Loss: 0.5542... Generator Loss: 2.0131 Epoch 2/2... Discriminator Loss: 0.7211... Generator Loss: 1.2219 Epoch 2/2... Discriminator Loss: 1.2835... Generator Loss: 0.6336 Epoch 2/2... Discriminator Loss: 0.5894... Generator Loss: 1.6656 Epoch 2/2... Discriminator Loss: 0.8886... Generator Loss: 0.9273 Epoch 2/2... Discriminator Loss: 0.7652... Generator Loss: 1.2840 Epoch 2/2... Discriminator Loss: 0.9358... Generator Loss: 0.9491 Epoch 2/2... Discriminator Loss: 0.5322... Generator Loss: 2.0966 Epoch 2/2... Discriminator Loss: 0.5970... Generator Loss: 1.6469 Epoch 2/2... Discriminator Loss: 1.7143... Generator Loss: 0.5079 Epoch 2/2... Discriminator Loss: 0.8412... Generator Loss: 2.2682 Epoch 2/2... Discriminator Loss: 0.8914... Generator Loss: 1.0727 Epoch 2/2... Discriminator Loss: 0.8242... Generator Loss: 1.0672 Epoch 2/2... Discriminator Loss: 0.6718... Generator Loss: 2.2654 Epoch 2/2... Discriminator Loss: 1.2500... Generator Loss: 0.7323 Epoch 2/2... Discriminator Loss: 0.8117... Generator Loss: 1.3037 Epoch 2/2... Discriminator Loss: 0.7303... Generator Loss: 1.3376 Epoch 2/2... Discriminator Loss: 1.2268... Generator Loss: 0.7001 Epoch 2/2... Discriminator Loss: 1.2519... Generator Loss: 2.5709 Epoch 2/2... Discriminator Loss: 2.7738... Generator Loss: 0.3863 Epoch 2/2... Discriminator Loss: 2.2020... Generator Loss: 3.7668 Epoch 2/2... Discriminator Loss: 1.1612... Generator Loss: 0.7263 Epoch 2/2... Discriminator Loss: 1.0389... Generator Loss: 0.9132 Epoch 2/2... Discriminator Loss: 0.8846... Generator Loss: 1.2299 Epoch 2/2... Discriminator Loss: 0.9929... Generator Loss: 1.2673 Epoch 2/2... Discriminator Loss: 0.9673... Generator Loss: 0.8980 Epoch 2/2... Discriminator Loss: 0.8226... Generator Loss: 1.3505 Epoch 2/2... Discriminator Loss: 1.0444... Generator Loss: 0.8185 Epoch 2/2... Discriminator Loss: 0.9437... Generator Loss: 2.7314 Epoch 2/2... Discriminator Loss: 0.7493... Generator Loss: 1.2547 Epoch 2/2... Discriminator Loss: 1.0224... Generator Loss: 0.8449 Epoch 2/2... Discriminator Loss: 0.7756... Generator Loss: 1.4992 Epoch 2/2... Discriminator Loss: 0.9705... Generator Loss: 0.8797 Epoch 2/2... Discriminator Loss: 0.7368... Generator Loss: 1.3164 Epoch 2/2... Discriminator Loss: 0.6470... Generator Loss: 1.5652 Epoch 2/2... Discriminator Loss: 0.8849... Generator Loss: 0.9280 Epoch 2/2... Discriminator Loss: 0.7894... Generator Loss: 1.2837 Epoch 2/2... Discriminator Loss: 0.6678... Generator Loss: 1.6739 Epoch 2/2... Discriminator Loss: 0.8408... Generator Loss: 1.0316 Epoch 2/2... Discriminator Loss: 1.0668... Generator Loss: 0.7199 Epoch 2/2... Discriminator Loss: 0.9320... Generator Loss: 1.0848 Epoch 2/2... Discriminator Loss: 1.0436... Generator Loss: 0.8223 Epoch 2/2... Discriminator Loss: 0.7251... Generator Loss: 1.2950 Epoch 2/2... Discriminator Loss: 0.8436... Generator Loss: 1.3306
Epoch 2/2... Discriminator Loss: 1.3018... Generator Loss: 0.6092 Epoch 2/2... Discriminator Loss: 0.7332... Generator Loss: 1.6702 Epoch 2/2... Discriminator Loss: 1.2269... Generator Loss: 0.7219 Epoch 2/2... Discriminator Loss: 0.9733... Generator Loss: 1.0854 Epoch 2/2... Discriminator Loss: 0.8610... Generator Loss: 0.9644 Epoch 2/2... Discriminator Loss: 0.7428... Generator Loss: 1.4601 Epoch 2/2... Discriminator Loss: 1.0733... Generator Loss: 0.7920 Epoch 2/2... Discriminator Loss: 0.7561... Generator Loss: 1.1788 Epoch 2/2... Discriminator Loss: 1.2149... Generator Loss: 0.6605 Epoch 2/2... Discriminator Loss: 0.7738... Generator Loss: 1.4507 Epoch 2/2... Discriminator Loss: 0.7106... Generator Loss: 1.2383 Epoch 2/2... Discriminator Loss: 0.9519... Generator Loss: 0.9081 Epoch 2/2... Discriminator Loss: 0.7330... Generator Loss: 1.5520 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.7828 Epoch 2/2... Discriminator Loss: 0.8905... Generator Loss: 1.0373 Epoch 2/2... Discriminator Loss: 0.8807... Generator Loss: 0.9393 Epoch 2/2... Discriminator Loss: 0.7741... Generator Loss: 1.3247 Epoch 2/2... Discriminator Loss: 1.1089... Generator Loss: 0.8220 Epoch 2/2... Discriminator Loss: 0.7036... Generator Loss: 1.9934 Epoch 2/2... Discriminator Loss: 1.1274... Generator Loss: 0.7958 Epoch 2/2... Discriminator Loss: 1.0955... Generator Loss: 0.8238 Epoch 2/2... Discriminator Loss: 1.4093... Generator Loss: 2.5846 Epoch 2/2... Discriminator Loss: 2.2617... Generator Loss: 0.5284 Epoch 2/2... Discriminator Loss: 1.1272... Generator Loss: 2.4636 Epoch 2/2... Discriminator Loss: 1.0464... Generator Loss: 1.1375 Epoch 2/2... Discriminator Loss: 0.7651... Generator Loss: 1.4264 Epoch 2/2... Discriminator Loss: 0.7991... Generator Loss: 1.3448 Epoch 2/2... Discriminator Loss: 0.7752... Generator Loss: 1.3197 Epoch 2/2... Discriminator Loss: 1.2093... Generator Loss: 0.6866 Epoch 2/2... Discriminator Loss: 1.0244... Generator Loss: 1.7489 Epoch 2/2... Discriminator Loss: 0.9684... Generator Loss: 0.8759 Epoch 2/2... Discriminator Loss: 1.0618... Generator Loss: 0.8301 Epoch 2/2... Discriminator Loss: 1.0211... Generator Loss: 1.0725 Epoch 2/2... Discriminator Loss: 1.0071... Generator Loss: 1.0947 Epoch 2/2... Discriminator Loss: 0.8382... Generator Loss: 1.0863 Epoch 2/2... Discriminator Loss: 0.8748... Generator Loss: 1.4246 Epoch 2/2... Discriminator Loss: 1.1137... Generator Loss: 0.7791 Epoch 2/2... Discriminator Loss: 0.8673... Generator Loss: 1.0781 Epoch 2/2... Discriminator Loss: 0.8988... Generator Loss: 0.9494 Epoch 2/2... Discriminator Loss: 0.7837... Generator Loss: 1.3438 Epoch 2/2... Discriminator Loss: 0.7889... Generator Loss: 1.2583 Epoch 2/2... Discriminator Loss: 0.9371... Generator Loss: 0.9336 Epoch 2/2... Discriminator Loss: 0.7587... Generator Loss: 1.1798 Epoch 2/2... Discriminator Loss: 0.7718... Generator Loss: 1.6954 Epoch 2/2... Discriminator Loss: 1.0080... Generator Loss: 0.8381 Epoch 2/2... Discriminator Loss: 1.1062... Generator Loss: 0.8187 Epoch 2/2... Discriminator Loss: 0.7902... Generator Loss: 1.4801 Epoch 2/2... Discriminator Loss: 1.1853... Generator Loss: 0.7650 Epoch 2/2... Discriminator Loss: 0.7945... Generator Loss: 1.2600 Epoch 2/2... Discriminator Loss: 0.7663... Generator Loss: 1.2302 Epoch 2/2... Discriminator Loss: 0.9572... Generator Loss: 0.8841 Epoch 2/2... Discriminator Loss: 0.7206... Generator Loss: 1.7431 Epoch 2/2... Discriminator Loss: 1.1694... Generator Loss: 0.7487 Epoch 2/2... Discriminator Loss: 0.8610... Generator Loss: 1.0292 Epoch 2/2... Discriminator Loss: 0.6363... Generator Loss: 1.9161 Epoch 2/2... Discriminator Loss: 1.0325... Generator Loss: 0.8627 Epoch 2/2... Discriminator Loss: 0.9668... Generator Loss: 0.8482 Epoch 2/2... Discriminator Loss: 0.8983... Generator Loss: 1.0610 Epoch 2/2... Discriminator Loss: 0.8446... Generator Loss: 1.0372 Epoch 2/2... Discriminator Loss: 0.8365... Generator Loss: 1.0530 Epoch 2/2... Discriminator Loss: 0.7418... Generator Loss: 1.3354 Epoch 2/2... Discriminator Loss: 0.7891... Generator Loss: 1.1032 Epoch 2/2... Discriminator Loss: 0.8215... Generator Loss: 1.0248 Epoch 2/2... Discriminator Loss: 0.8569... Generator Loss: 1.0439 Epoch 2/2... Discriminator Loss: 0.5217... Generator Loss: 2.4267 Epoch 2/2... Discriminator Loss: 0.8255... Generator Loss: 1.0771 Epoch 2/2... Discriminator Loss: 0.7180... Generator Loss: 1.2791 Epoch 2/2... Discriminator Loss: 0.6399... Generator Loss: 1.7360 Epoch 2/2... Discriminator Loss: 1.3203... Generator Loss: 0.6337 Epoch 2/2... Discriminator Loss: 0.7542... Generator Loss: 1.2935 Epoch 2/2... Discriminator Loss: 0.8735... Generator Loss: 1.7003 Epoch 2/2... Discriminator Loss: 1.3280... Generator Loss: 0.6867 Epoch 2/2... Discriminator Loss: 0.9485... Generator Loss: 1.9923 Epoch 2/2... Discriminator Loss: 1.7258... Generator Loss: 0.4805 Epoch 2/2... Discriminator Loss: 0.9044... Generator Loss: 2.0031 Epoch 2/2... Discriminator Loss: 0.9593... Generator Loss: 0.9873 Epoch 2/2... Discriminator Loss: 0.8890... Generator Loss: 1.0454 Epoch 2/2... Discriminator Loss: 0.7832... Generator Loss: 1.6363 Epoch 2/2... Discriminator Loss: 1.1779... Generator Loss: 0.8106 Epoch 2/2... Discriminator Loss: 0.7205... Generator Loss: 3.1139 Epoch 2/2... Discriminator Loss: 1.2036... Generator Loss: 0.7543 Epoch 2/2... Discriminator Loss: 0.9738... Generator Loss: 1.0213 Epoch 2/2... Discriminator Loss: 0.7747... Generator Loss: 1.5039 Epoch 2/2... Discriminator Loss: 0.5670... Generator Loss: 1.9699 Epoch 2/2... Discriminator Loss: 0.5439... Generator Loss: 1.9161 Epoch 2/2... Discriminator Loss: 1.5198... Generator Loss: 0.5235 Epoch 2/2... Discriminator Loss: 1.0763... Generator Loss: 2.0206 Epoch 2/2... Discriminator Loss: 1.4117... Generator Loss: 0.6615 Epoch 2/2... Discriminator Loss: 0.7302... Generator Loss: 1.4616 Epoch 2/2... Discriminator Loss: 0.7117... Generator Loss: 1.5847 Epoch 2/2... Discriminator Loss: 1.0814... Generator Loss: 0.8969 Epoch 2/2... Discriminator Loss: 0.7040... Generator Loss: 1.6502 Epoch 2/2... Discriminator Loss: 1.2069... Generator Loss: 0.7637 Epoch 2/2... Discriminator Loss: 0.6669... Generator Loss: 1.4994 Epoch 2/2... Discriminator Loss: 0.6145... Generator Loss: 1.6400 Epoch 2/2... Discriminator Loss: 1.0058... Generator Loss: 0.8995 Epoch 2/2... Discriminator Loss: 0.8225... Generator Loss: 1.1621 Epoch 2/2... Discriminator Loss: 0.7444... Generator Loss: 1.2284 Epoch 2/2... Discriminator Loss: 0.7124... Generator Loss: 2.0221 Epoch 2/2... Discriminator Loss: 1.2829... Generator Loss: 0.7613
Epoch 2/2... Discriminator Loss: 0.6677... Generator Loss: 1.6171 Epoch 2/2... Discriminator Loss: 1.0108... Generator Loss: 0.9210 Epoch 2/2... Discriminator Loss: 1.0601... Generator Loss: 0.8542 Epoch 2/2... Discriminator Loss: 1.2186... Generator Loss: 1.9089 Epoch 2/2... Discriminator Loss: 0.9831... Generator Loss: 1.0530 Epoch 2/2... Discriminator Loss: 0.9862... Generator Loss: 0.9770 Epoch 2/2... Discriminator Loss: 0.8754... Generator Loss: 2.0265 Epoch 2/2... Discriminator Loss: 0.9952... Generator Loss: 0.9677 Epoch 2/2... Discriminator Loss: 0.8530... Generator Loss: 1.1928 Epoch 2/2... Discriminator Loss: 1.2176... Generator Loss: 0.6674 Epoch 2/2... Discriminator Loss: 0.9846... Generator Loss: 2.1512 Epoch 2/2... Discriminator Loss: 1.0222... Generator Loss: 0.8863 Epoch 2/2... Discriminator Loss: 0.8419... Generator Loss: 1.1268 Epoch 2/2... Discriminator Loss: 0.8143... Generator Loss: 1.2135 Epoch 2/2... Discriminator Loss: 0.7798... Generator Loss: 1.2296 Epoch 2/2... Discriminator Loss: 1.2805... Generator Loss: 0.6431 Epoch 2/2... Discriminator Loss: 0.8803... Generator Loss: 1.0686 Epoch 2/2... Discriminator Loss: 1.1569... Generator Loss: 0.7203 Epoch 2/2... Discriminator Loss: 0.9820... Generator Loss: 1.1075 Epoch 2/2... Discriminator Loss: 0.7898... Generator Loss: 1.3270 Epoch 2/2... Discriminator Loss: 1.2000... Generator Loss: 0.6883 Epoch 2/2... Discriminator Loss: 0.7087... Generator Loss: 1.9669 Epoch 2/2... Discriminator Loss: 1.1811... Generator Loss: 0.7502 Epoch 2/2... Discriminator Loss: 0.6206... Generator Loss: 1.6971 Epoch 2/2... Discriminator Loss: 0.8266... Generator Loss: 1.1789 Epoch 2/2... Discriminator Loss: 0.8093... Generator Loss: 1.2333 Epoch 2/2... Discriminator Loss: 1.0236... Generator Loss: 0.8033 Epoch 2/2... Discriminator Loss: 0.7650... Generator Loss: 2.3625 Epoch 2/2... Discriminator Loss: 1.1637... Generator Loss: 0.9052 Epoch 2/2... Discriminator Loss: 0.8242... Generator Loss: 1.3281 Epoch 2/2... Discriminator Loss: 0.9468... Generator Loss: 0.9833 Epoch 2/2... Discriminator Loss: 1.0157... Generator Loss: 0.8494 Epoch 2/2... Discriminator Loss: 0.7928... Generator Loss: 1.3774 Epoch 2/2... Discriminator Loss: 0.7925... Generator Loss: 1.4599 Epoch 2/2... Discriminator Loss: 1.2477... Generator Loss: 0.6658 Epoch 2/2... Discriminator Loss: 1.0605... Generator Loss: 0.8524 Epoch 2/2... Discriminator Loss: 0.7798... Generator Loss: 1.3015 Epoch 2/2... Discriminator Loss: 0.9882... Generator Loss: 0.9070 Epoch 2/2... Discriminator Loss: 0.8288... Generator Loss: 1.0795 Epoch 2/2... Discriminator Loss: 1.1723... Generator Loss: 0.7561 Epoch 2/2... Discriminator Loss: 0.7997... Generator Loss: 1.3000 Epoch 2/2... Discriminator Loss: 0.5644... Generator Loss: 2.0735 Epoch 2/2... Discriminator Loss: 2.0992... Generator Loss: 0.4887 Epoch 2/2... Discriminator Loss: 0.7619... Generator Loss: 1.2411 Epoch 2/2... Discriminator Loss: 0.8156... Generator Loss: 1.5830 Epoch 2/2... Discriminator Loss: 1.0846... Generator Loss: 0.8527 Epoch 2/2... Discriminator Loss: 1.1266... Generator Loss: 0.8598 Epoch 2/2... Discriminator Loss: 1.4938... Generator Loss: 0.5148 Epoch 2/2... Discriminator Loss: 0.7458... Generator Loss: 1.8204 Epoch 2/2... Discriminator Loss: 0.6933... Generator Loss: 1.4038 Epoch 2/2... Discriminator Loss: 0.7651... Generator Loss: 1.3548 Epoch 2/2... Discriminator Loss: 0.8972... Generator Loss: 1.0246 Epoch 2/2... Discriminator Loss: 0.9041... Generator Loss: 0.9317 Epoch 2/2... Discriminator Loss: 0.5885... Generator Loss: 1.8720 Epoch 2/2... Discriminator Loss: 1.4674... Generator Loss: 0.5888 Epoch 2/2... Discriminator Loss: 0.9107... Generator Loss: 1.0160 Epoch 2/2... Discriminator Loss: 0.6981... Generator Loss: 1.3284 Epoch 2/2... Discriminator Loss: 0.9249... Generator Loss: 1.0445 Epoch 2/2... Discriminator Loss: 0.7685... Generator Loss: 1.2719 Epoch 2/2... Discriminator Loss: 0.7246... Generator Loss: 1.2483 Epoch 2/2... Discriminator Loss: 0.7814... Generator Loss: 1.1862 Epoch 2/2... Discriminator Loss: 1.3452... Generator Loss: 0.6386 Epoch 2/2... Discriminator Loss: 0.9637... Generator Loss: 1.1550 Epoch 2/2... Discriminator Loss: 0.9375... Generator Loss: 0.9571 Epoch 2/2... Discriminator Loss: 0.6511... Generator Loss: 1.7335 Epoch 2/2... Discriminator Loss: 0.8141... Generator Loss: 1.0583 Epoch 2/2... Discriminator Loss: 0.6910... Generator Loss: 1.3179 Epoch 2/2... Discriminator Loss: 0.6834... Generator Loss: 1.2613 Epoch 2/2... Discriminator Loss: 0.6758... Generator Loss: 1.3795 Epoch 2/2... Discriminator Loss: 0.6747... Generator Loss: 1.4826 Epoch 2/2... Discriminator Loss: 0.8150... Generator Loss: 1.1112 Epoch 2/2... Discriminator Loss: 0.7635... Generator Loss: 1.2898 Epoch 2/2... Discriminator Loss: 0.6467... Generator Loss: 1.4900 Epoch 2/2... Discriminator Loss: 0.7352... Generator Loss: 1.2287 Epoch 2/2... Discriminator Loss: 0.6006... Generator Loss: 1.5150 Epoch 2/2... Discriminator Loss: 1.3456... Generator Loss: 0.6271 Epoch 2/2... Discriminator Loss: 0.9849... Generator Loss: 0.8791 Epoch 2/2... Discriminator Loss: 1.0067... Generator Loss: 0.8409 Epoch 2/2... Discriminator Loss: 0.7108... Generator Loss: 1.3224 Epoch 2/2... Discriminator Loss: 0.6500... Generator Loss: 1.6639 Epoch 2/2... Discriminator Loss: 0.9091... Generator Loss: 0.9903 Epoch 2/2... Discriminator Loss: 0.7407... Generator Loss: 1.5426 Epoch 2/2... Discriminator Loss: 0.9924... Generator Loss: 0.9606 Epoch 2/2... Discriminator Loss: 0.8199... Generator Loss: 1.2133 Epoch 2/2... Discriminator Loss: 0.6641... Generator Loss: 1.5092 Epoch 2/2... Discriminator Loss: 1.2149... Generator Loss: 0.7087 Epoch 2/2... Discriminator Loss: 0.6058... Generator Loss: 2.3074 Epoch 2/2... Discriminator Loss: 1.2634... Generator Loss: 0.6944 Epoch 2/2... Discriminator Loss: 0.7208... Generator Loss: 1.8985 Epoch 2/2... Discriminator Loss: 0.6748... Generator Loss: 1.5012 Epoch 2/2... Discriminator Loss: 1.2054... Generator Loss: 0.7293 Epoch 2/2... Discriminator Loss: 0.6793... Generator Loss: 1.4349 Epoch 2/2... Discriminator Loss: 1.2171... Generator Loss: 0.6657 Epoch 2/2... Discriminator Loss: 0.7961... Generator Loss: 1.1676 Epoch 2/2... Discriminator Loss: 1.0441... Generator Loss: 0.8319 Epoch 2/2... Discriminator Loss: 0.7443... Generator Loss: 2.0588 Epoch 2/2... Discriminator Loss: 0.9641... Generator Loss: 0.8707 Epoch 2/2... Discriminator Loss: 0.6447... Generator Loss: 1.8793 Epoch 2/2... Discriminator Loss: 1.1918... Generator Loss: 0.7340 Epoch 2/2... Discriminator Loss: 0.7919... Generator Loss: 1.1642
Epoch 2/2... Discriminator Loss: 0.9045... Generator Loss: 1.1878 Epoch 2/2... Discriminator Loss: 1.1628... Generator Loss: 0.8185 Epoch 2/2... Discriminator Loss: 0.7322... Generator Loss: 1.6455 Epoch 2/2... Discriminator Loss: 0.9189... Generator Loss: 1.0215 Epoch 2/2... Discriminator Loss: 0.7815... Generator Loss: 1.1948 Epoch 2/2... Discriminator Loss: 0.7099... Generator Loss: 1.3038 Epoch 2/2... Discriminator Loss: 2.2548... Generator Loss: 0.3741 Epoch 2/2... Discriminator Loss: 0.8652... Generator Loss: 2.3058 Epoch 2/2... Discriminator Loss: 0.9200... Generator Loss: 1.0548 Epoch 2/2... Discriminator Loss: 0.7010... Generator Loss: 1.4792 Epoch 2/2... Discriminator Loss: 0.5571... Generator Loss: 1.7576 Epoch 2/2... Discriminator Loss: 1.0373... Generator Loss: 2.3282 Epoch 2/2... Discriminator Loss: 1.9094... Generator Loss: 0.4667 Epoch 2/2... Discriminator Loss: 2.7934... Generator Loss: 5.0493 Epoch 2/2... Discriminator Loss: 3.1445... Generator Loss: 0.5090 Epoch 2/2... Discriminator Loss: 2.0284... Generator Loss: 3.5742 Epoch 2/2... Discriminator Loss: 1.5145... Generator Loss: 0.5980 Epoch 2/2... Discriminator Loss: 0.9075... Generator Loss: 1.9085 Epoch 2/2... Discriminator Loss: 0.8722... Generator Loss: 1.1031 Epoch 2/2... Discriminator Loss: 1.0099... Generator Loss: 0.9234 Epoch 2/2... Discriminator Loss: 0.8180... Generator Loss: 1.1916 Epoch 2/2... Discriminator Loss: 0.8947... Generator Loss: 1.3934 Epoch 2/2... Discriminator Loss: 1.3046... Generator Loss: 0.6226 Epoch 2/2... Discriminator Loss: 0.8910... Generator Loss: 1.4422 Epoch 2/2... Discriminator Loss: 1.1075... Generator Loss: 0.8832 Epoch 2/2... Discriminator Loss: 0.8963... Generator Loss: 1.0881 Epoch 2/2... Discriminator Loss: 0.8947... Generator Loss: 1.0518 Epoch 2/2... Discriminator Loss: 0.7534... Generator Loss: 1.2211 Epoch 2/2... Discriminator Loss: 0.9463... Generator Loss: 0.9211 Epoch 2/2... Discriminator Loss: 0.6254... Generator Loss: 1.8255 Epoch 2/2... Discriminator Loss: 0.8094... Generator Loss: 1.2523 Epoch 2/2... Discriminator Loss: 1.2441... Generator Loss: 0.6509 Epoch 2/2... Discriminator Loss: 1.0332... Generator Loss: 1.1394 Epoch 2/2... Discriminator Loss: 0.7261... Generator Loss: 1.3539 Epoch 2/2... Discriminator Loss: 1.1549... Generator Loss: 0.6733 Epoch 2/2... Discriminator Loss: 0.8546... Generator Loss: 1.2447 Epoch 2/2... Discriminator Loss: 0.6724... Generator Loss: 1.3433 Epoch 2/2... Discriminator Loss: 0.7470... Generator Loss: 1.1742 Epoch 2/2... Discriminator Loss: 0.8541... Generator Loss: 1.0022 Epoch 2/2... Discriminator Loss: 0.8701... Generator Loss: 1.0015 Epoch 2/2... Discriminator Loss: 0.6459... Generator Loss: 1.6195 Epoch 2/2... Discriminator Loss: 0.8252... Generator Loss: 0.9982 Epoch 2/2... Discriminator Loss: 0.6972... Generator Loss: 1.4004 Epoch 2/2... Discriminator Loss: 0.7328... Generator Loss: 1.2854 Epoch 2/2... Discriminator Loss: 1.1213... Generator Loss: 0.8023 Epoch 2/2... Discriminator Loss: 0.6485... Generator Loss: 1.8146 Epoch 2/2... Discriminator Loss: 0.5009... Generator Loss: 1.9448 Epoch 2/2... Discriminator Loss: 0.6914... Generator Loss: 1.3314 Epoch 2/2... Discriminator Loss: 1.1352... Generator Loss: 0.7600 Epoch 2/2... Discriminator Loss: 1.6644... Generator Loss: 2.7847 Epoch 2/2... Discriminator Loss: 1.9265... Generator Loss: 0.5007 Epoch 2/2... Discriminator Loss: 1.0692... Generator Loss: 1.7429 Epoch 2/2... Discriminator Loss: 0.8026... Generator Loss: 1.1498 Epoch 2/2... Discriminator Loss: 0.9157... Generator Loss: 0.9825 Epoch 2/2... Discriminator Loss: 0.9407... Generator Loss: 0.9783 Epoch 2/2... Discriminator Loss: 0.9666... Generator Loss: 2.2869 Epoch 2/2... Discriminator Loss: 1.7966... Generator Loss: 0.5534 Epoch 2/2... Discriminator Loss: 1.2355... Generator Loss: 2.3987 Epoch 2/2... Discriminator Loss: 1.2415... Generator Loss: 0.7834 Epoch 2/2... Discriminator Loss: 0.8959... Generator Loss: 2.0172 Epoch 2/2... Discriminator Loss: 1.1356... Generator Loss: 0.8316 Epoch 2/2... Discriminator Loss: 0.8854... Generator Loss: 1.0805 Epoch 2/2... Discriminator Loss: 1.2575... Generator Loss: 0.6600 Epoch 2/2... Discriminator Loss: 1.0962... Generator Loss: 1.9521 Epoch 2/2... Discriminator Loss: 0.8404... Generator Loss: 1.0640 Epoch 2/2... Discriminator Loss: 1.0605... Generator Loss: 0.8652 Epoch 2/2... Discriminator Loss: 1.2377... Generator Loss: 0.6869 Epoch 2/2... Discriminator Loss: 0.7436... Generator Loss: 1.6684 Epoch 2/2... Discriminator Loss: 1.2155... Generator Loss: 0.7167 Epoch 2/2... Discriminator Loss: 0.8220... Generator Loss: 1.3773 Epoch 2/2... Discriminator Loss: 1.2986... Generator Loss: 0.7531 Epoch 2/2... Discriminator Loss: 1.1372... Generator Loss: 2.0985 Epoch 2/2... Discriminator Loss: 1.2009... Generator Loss: 0.8114 Epoch 2/2... Discriminator Loss: 0.8194... Generator Loss: 1.1674 Epoch 2/2... Discriminator Loss: 0.7096... Generator Loss: 1.3178 Epoch 2/2... Discriminator Loss: 0.6501... Generator Loss: 1.5848 Epoch 2/2... Discriminator Loss: 0.8330... Generator Loss: 1.0583 Epoch 2/2... Discriminator Loss: 0.7645... Generator Loss: 1.2655 Epoch 2/2... Discriminator Loss: 0.6096... Generator Loss: 1.6052 Epoch 2/2... Discriminator Loss: 0.7035... Generator Loss: 1.3383 Epoch 2/2... Discriminator Loss: 0.8718... Generator Loss: 1.0239 Epoch 2/2... Discriminator Loss: 0.7993... Generator Loss: 1.1517 Epoch 2/2... Discriminator Loss: 0.7385... Generator Loss: 1.4212 Epoch 2/2... Discriminator Loss: 0.8372... Generator Loss: 1.2078 Epoch 2/2... Discriminator Loss: 0.6789... Generator Loss: 1.4281 Epoch 2/2... Discriminator Loss: 0.9341... Generator Loss: 0.9379 Epoch 2/2... Discriminator Loss: 0.8543... Generator Loss: 1.1009 Epoch 2/2... Discriminator Loss: 0.9774... Generator Loss: 0.9438 Epoch 2/2... Discriminator Loss: 1.0791... Generator Loss: 0.8924 Epoch 2/2... Discriminator Loss: 0.6471... Generator Loss: 1.8274 Epoch 2/2... Discriminator Loss: 0.6166... Generator Loss: 1.5435 Epoch 2/2... Discriminator Loss: 0.9940... Generator Loss: 0.8377 Epoch 2/2... Discriminator Loss: 0.7592... Generator Loss: 1.2054 Epoch 2/2... Discriminator Loss: 0.8565... Generator Loss: 1.0957 Epoch 2/2... Discriminator Loss: 0.7706... Generator Loss: 1.1198 Epoch 2/2... Discriminator Loss: 1.0346... Generator Loss: 0.8967 Epoch 2/2... Discriminator Loss: 0.6103... Generator Loss: 1.6337 Epoch 2/2... Discriminator Loss: 1.0860... Generator Loss: 0.8619 Epoch 2/2... Discriminator Loss: 0.8967... Generator Loss: 1.0834 Epoch 2/2... Discriminator Loss: 0.6872... Generator Loss: 1.3080
Epoch 2/2... Discriminator Loss: 1.1670... Generator Loss: 0.7139 Epoch 2/2... Discriminator Loss: 0.7441... Generator Loss: 1.9166 Epoch 2/2... Discriminator Loss: 0.7114... Generator Loss: 1.3871 Epoch 2/2... Discriminator Loss: 0.7723... Generator Loss: 1.1883 Epoch 2/2... Discriminator Loss: 0.7176... Generator Loss: 1.1961 Epoch 2/2... Discriminator Loss: 0.6158... Generator Loss: 1.5505 Epoch 2/2... Discriminator Loss: 0.7435... Generator Loss: 1.2760 Epoch 2/2... Discriminator Loss: 1.1140... Generator Loss: 0.7208 Epoch 2/2... Discriminator Loss: 0.8097... Generator Loss: 1.0869 Epoch 2/2... Discriminator Loss: 0.6997... Generator Loss: 1.3383 Epoch 2/2... Discriminator Loss: 0.8227... Generator Loss: 1.1466 Epoch 2/2... Discriminator Loss: 0.7447... Generator Loss: 1.9958 Epoch 2/2... Discriminator Loss: 0.7958... Generator Loss: 1.2155 Epoch 2/2... Discriminator Loss: 1.2283... Generator Loss: 0.7058 Epoch 2/2... Discriminator Loss: 0.8884... Generator Loss: 1.3132 Epoch 2/2... Discriminator Loss: 0.9016... Generator Loss: 1.5756 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.8826 Epoch 2/2... Discriminator Loss: 0.6995... Generator Loss: 1.5252 Epoch 2/2... Discriminator Loss: 0.9644... Generator Loss: 1.0049 Epoch 2/2... Discriminator Loss: 1.0075... Generator Loss: 0.8941 Epoch 2/2... Discriminator Loss: 0.7063... Generator Loss: 1.4435 Epoch 2/2... Discriminator Loss: 1.0117... Generator Loss: 1.0245 Epoch 2/2... Discriminator Loss: 0.7697... Generator Loss: 1.8654 Epoch 2/2... Discriminator Loss: 0.8446... Generator Loss: 1.1662 Epoch 2/2... Discriminator Loss: 0.5749... Generator Loss: 1.6363 Epoch 2/2... Discriminator Loss: 0.6547... Generator Loss: 1.6818 Epoch 2/2... Discriminator Loss: 1.3967... Generator Loss: 0.6534 Epoch 2/2... Discriminator Loss: 0.6721... Generator Loss: 1.5018 Epoch 2/2... Discriminator Loss: 0.7610... Generator Loss: 1.7576 Epoch 2/2... Discriminator Loss: 0.9889... Generator Loss: 0.9786 Epoch 2/2... Discriminator Loss: 1.0303... Generator Loss: 1.2882 Epoch 2/2... Discriminator Loss: 0.9945... Generator Loss: 0.9024 Epoch 2/2... Discriminator Loss: 0.9110... Generator Loss: 2.2576 Epoch 2/2... Discriminator Loss: 1.1378... Generator Loss: 0.8276 Epoch 2/2... Discriminator Loss: 0.7442... Generator Loss: 1.7036 Epoch 2/2... Discriminator Loss: 1.2650... Generator Loss: 0.7214 Epoch 2/2... Discriminator Loss: 1.3224... Generator Loss: 2.5625 Epoch 2/2... Discriminator Loss: 1.2921... Generator Loss: 0.7086 Epoch 2/2... Discriminator Loss: 0.7821... Generator Loss: 1.2884 Epoch 2/2... Discriminator Loss: 0.7646... Generator Loss: 1.2443 Epoch 2/2... Discriminator Loss: 0.8766... Generator Loss: 1.2115 Epoch 2/2... Discriminator Loss: 0.6501... Generator Loss: 2.0823 Epoch 2/2... Discriminator Loss: 1.3653... Generator Loss: 0.6475 Epoch 2/2... Discriminator Loss: 0.7750... Generator Loss: 2.0622 Epoch 2/2... Discriminator Loss: 1.0968... Generator Loss: 0.7881 Epoch 2/2... Discriminator Loss: 1.1504... Generator Loss: 0.7256 Epoch 2/2... Discriminator Loss: 2.0788... Generator Loss: 3.6452 Epoch 2/2... Discriminator Loss: 1.8578... Generator Loss: 0.5301 Epoch 2/2... Discriminator Loss: 0.9912... Generator Loss: 1.7063 Epoch 2/2... Discriminator Loss: 0.8825... Generator Loss: 1.0954 Epoch 2/2... Discriminator Loss: 0.8392... Generator Loss: 1.0583 Epoch 2/2... Discriminator Loss: 0.7570... Generator Loss: 1.5393 Epoch 2/2... Discriminator Loss: 1.3828... Generator Loss: 0.6754 Epoch 2/2... Discriminator Loss: 0.7454... Generator Loss: 1.2697 Epoch 2/2... Discriminator Loss: 0.8172... Generator Loss: 1.3304 Epoch 2/2... Discriminator Loss: 1.1829... Generator Loss: 0.7656 Epoch 2/2... Discriminator Loss: 0.9879... Generator Loss: 0.8955 Epoch 2/2... Discriminator Loss: 0.9414... Generator Loss: 2.2612 Epoch 2/2... Discriminator Loss: 0.8079... Generator Loss: 1.1872 Epoch 2/2... Discriminator Loss: 0.8194... Generator Loss: 1.0909 Epoch 2/2... Discriminator Loss: 0.8424... Generator Loss: 1.0913 Epoch 2/2... Discriminator Loss: 0.7370... Generator Loss: 1.2293 Epoch 2/2... Discriminator Loss: 0.8437... Generator Loss: 1.0611 Epoch 2/2... Discriminator Loss: 0.7983... Generator Loss: 1.1660 Epoch 2/2... Discriminator Loss: 1.2399... Generator Loss: 0.6949 Epoch 2/2... Discriminator Loss: 0.6520... Generator Loss: 1.4038 Epoch 2/2... Discriminator Loss: 0.8868... Generator Loss: 1.0684 Epoch 2/2... Discriminator Loss: 0.5982... Generator Loss: 2.5420 Epoch 2/2... Discriminator Loss: 0.7571... Generator Loss: 1.2793 Epoch 2/2... Discriminator Loss: 0.6652... Generator Loss: 1.3510 Epoch 2/2... Discriminator Loss: 0.8031... Generator Loss: 1.1679 Epoch 2/2... Discriminator Loss: 0.4916... Generator Loss: 1.9608 Epoch 2/2... Discriminator Loss: 1.2549... Generator Loss: 0.7122 Epoch 2/2... Discriminator Loss: 0.8189... Generator Loss: 2.3886 Epoch 2/2... Discriminator Loss: 0.9327... Generator Loss: 1.0085 Epoch 2/2... Discriminator Loss: 0.6206... Generator Loss: 1.6171 Epoch 2/2... Discriminator Loss: 0.6109... Generator Loss: 2.1447 Epoch 2/2... Discriminator Loss: 1.7437... Generator Loss: 0.5482 Epoch 2/2... Discriminator Loss: 0.7280... Generator Loss: 1.7594 Epoch 2/2... Discriminator Loss: 1.1616... Generator Loss: 0.7848 Epoch 2/2... Discriminator Loss: 0.5933... Generator Loss: 2.0802 Epoch 2/2... Discriminator Loss: 0.5811... Generator Loss: 1.5970 Epoch 2/2... Discriminator Loss: 0.7843... Generator Loss: 1.2015 Epoch 2/2... Discriminator Loss: 0.6930... Generator Loss: 1.4352 Epoch 2/2... Discriminator Loss: 0.9502... Generator Loss: 1.0038 Epoch 2/2... Discriminator Loss: 0.9695... Generator Loss: 0.8761 Epoch 2/2... Discriminator Loss: 0.8107... Generator Loss: 1.2586 Epoch 2/2... Discriminator Loss: 0.7288... Generator Loss: 1.3747 Epoch 2/2... Discriminator Loss: 1.0215... Generator Loss: 0.8699 Epoch 2/2... Discriminator Loss: 1.0693... Generator Loss: 0.8396 Epoch 2/2... Discriminator Loss: 0.7863... Generator Loss: 2.1510 Epoch 2/2... Discriminator Loss: 0.9436... Generator Loss: 1.0271 Epoch 2/2... Discriminator Loss: 0.7704... Generator Loss: 1.7894 Epoch 2/2... Discriminator Loss: 1.3239... Generator Loss: 0.6484 Epoch 2/2... Discriminator Loss: 0.5254... Generator Loss: 1.9447 Epoch 2/2... Discriminator Loss: 0.6339... Generator Loss: 1.4399 Epoch 2/2... Discriminator Loss: 0.6156... Generator Loss: 1.5456 Epoch 2/2... Discriminator Loss: 0.9106... Generator Loss: 1.0467 Epoch 2/2... Discriminator Loss: 1.0778... Generator Loss: 0.8179 Epoch 2/2... Discriminator Loss: 0.5398... Generator Loss: 2.3430
Epoch 2/2... Discriminator Loss: 0.6540... Generator Loss: 1.4183 Epoch 2/2... Discriminator Loss: 0.7478... Generator Loss: 1.2485 Epoch 2/2... Discriminator Loss: 0.7403... Generator Loss: 1.3798 Epoch 2/2... Discriminator Loss: 0.7880... Generator Loss: 1.1841 Epoch 2/2... Discriminator Loss: 0.8299... Generator Loss: 1.1710 Epoch 2/2... Discriminator Loss: 0.8955... Generator Loss: 0.9309 Epoch 2/2... Discriminator Loss: 0.6920... Generator Loss: 1.6177 Epoch 2/2... Discriminator Loss: 1.1567... Generator Loss: 0.7437 Epoch 2/2... Discriminator Loss: 0.8048... Generator Loss: 1.1724 Epoch 2/2... Discriminator Loss: 0.6594... Generator Loss: 1.4354 Epoch 2/2... Discriminator Loss: 1.0353... Generator Loss: 0.8525 Epoch 2/2... Discriminator Loss: 0.7102... Generator Loss: 1.6483 Epoch 2/2... Discriminator Loss: 0.8920... Generator Loss: 1.0886 Epoch 2/2... Discriminator Loss: 0.7433... Generator Loss: 1.3745 Epoch 2/2... Discriminator Loss: 1.5452... Generator Loss: 0.5126 Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 2.0343 Epoch 2/2... Discriminator Loss: 0.9756... Generator Loss: 1.0149 Epoch 2/2... Discriminator Loss: 0.7635... Generator Loss: 1.1762 Epoch 2/2... Discriminator Loss: 0.7252... Generator Loss: 1.2877 Epoch 2/2... Discriminator Loss: 0.6301... Generator Loss: 1.5138 Epoch 2/2... Discriminator Loss: 0.5496... Generator Loss: 1.8738 Epoch 2/2... Discriminator Loss: 0.8409... Generator Loss: 1.1401 Epoch 2/2... Discriminator Loss: 0.6326... Generator Loss: 1.8173 Epoch 2/2... Discriminator Loss: 0.6802... Generator Loss: 1.3661 Epoch 2/2... Discriminator Loss: 1.1952... Generator Loss: 0.7364 Epoch 2/2... Discriminator Loss: 0.7102... Generator Loss: 2.7211 Epoch 2/2... Discriminator Loss: 0.6566... Generator Loss: 1.5718 Epoch 2/2... Discriminator Loss: 0.9691... Generator Loss: 0.9184 Epoch 2/2... Discriminator Loss: 0.5303... Generator Loss: 1.8899 Epoch 2/2... Discriminator Loss: 0.6554... Generator Loss: 1.4671 Epoch 2/2... Discriminator Loss: 0.6385... Generator Loss: 1.4437 Epoch 2/2... Discriminator Loss: 1.6263... Generator Loss: 0.5482 Epoch 2/2... Discriminator Loss: 0.8137... Generator Loss: 1.2172 Epoch 2/2... Discriminator Loss: 0.6898... Generator Loss: 1.9606 Epoch 2/2... Discriminator Loss: 1.2735... Generator Loss: 0.7136 Epoch 2/2... Discriminator Loss: 1.0897... Generator Loss: 2.4937 Epoch 2/2... Discriminator Loss: 1.4339... Generator Loss: 0.7880 Epoch 2/2... Discriminator Loss: 1.0105... Generator Loss: 2.5312 Epoch 2/2... Discriminator Loss: 1.6796... Generator Loss: 0.5163 Epoch 2/2... Discriminator Loss: 0.7539... Generator Loss: 1.5049 Epoch 2/2... Discriminator Loss: 0.7971... Generator Loss: 1.1903 Epoch 2/2... Discriminator Loss: 0.9848... Generator Loss: 0.9486 Epoch 2/2... Discriminator Loss: 0.8142... Generator Loss: 1.1609 Epoch 2/2... Discriminator Loss: 0.7071... Generator Loss: 1.3116 Epoch 2/2... Discriminator Loss: 1.0144... Generator Loss: 0.8352 Epoch 2/2... Discriminator Loss: 0.6607... Generator Loss: 1.7579 Epoch 2/2... Discriminator Loss: 0.7352... Generator Loss: 1.2409 Epoch 2/2... Discriminator Loss: 0.8765... Generator Loss: 0.9748 Epoch 2/2... Discriminator Loss: 0.7771... Generator Loss: 1.1932 Epoch 2/2... Discriminator Loss: 0.9050... Generator Loss: 0.9136 Epoch 2/2... Discriminator Loss: 0.8173... Generator Loss: 1.2136 Epoch 2/2... Discriminator Loss: 1.4425... Generator Loss: 0.6420 Epoch 2/2... Discriminator Loss: 0.9421... Generator Loss: 0.9553 Epoch 2/2... Discriminator Loss: 0.7319... Generator Loss: 1.2788 Epoch 2/2... Discriminator Loss: 0.8159... Generator Loss: 1.0958 Epoch 2/2... Discriminator Loss: 0.8014... Generator Loss: 1.2318 Epoch 2/2... Discriminator Loss: 0.8203... Generator Loss: 1.1629 Epoch 2/2... Discriminator Loss: 0.7767... Generator Loss: 1.1401 Epoch 2/2... Discriminator Loss: 0.8806... Generator Loss: 1.0528 Epoch 2/2... Discriminator Loss: 0.7898... Generator Loss: 1.1814 Epoch 2/2... Discriminator Loss: 0.6135... Generator Loss: 1.5912 Epoch 2/2... Discriminator Loss: 0.6681... Generator Loss: 1.3951 Epoch 2/2... Discriminator Loss: 0.5263... Generator Loss: 1.8281 Epoch 2/2... Discriminator Loss: 0.6974... Generator Loss: 1.3324 Epoch 2/2... Discriminator Loss: 0.6756... Generator Loss: 1.3292 Epoch 2/2... Discriminator Loss: 0.8635... Generator Loss: 1.0409 Epoch 2/2... Discriminator Loss: 0.6884... Generator Loss: 1.2908 Epoch 2/2... Discriminator Loss: 0.8248... Generator Loss: 1.0996 Epoch 2/2... Discriminator Loss: 0.6615... Generator Loss: 1.4752 Epoch 2/2... Discriminator Loss: 0.5230... Generator Loss: 2.0087 Epoch 2/2... Discriminator Loss: 0.4931... Generator Loss: 1.9027 Epoch 2/2... Discriminator Loss: 0.4297... Generator Loss: 2.3792 Epoch 2/2... Discriminator Loss: 0.6616... Generator Loss: 1.4008 Epoch 2/2... Discriminator Loss: 0.8523... Generator Loss: 1.0980 Epoch 2/2... Discriminator Loss: 0.6473... Generator Loss: 1.5455 Epoch 2/2... Discriminator Loss: 1.1873... Generator Loss: 0.7095 Epoch 2/2... Discriminator Loss: 0.8293... Generator Loss: 1.2779 Epoch 2/2... Discriminator Loss: 0.7306... Generator Loss: 1.2843 Epoch 2/2... Discriminator Loss: 0.7608... Generator Loss: 1.4467 Epoch 2/2... Discriminator Loss: 1.7006... Generator Loss: 0.5284 Epoch 2/2... Discriminator Loss: 0.6550... Generator Loss: 2.3868 Epoch 2/2... Discriminator Loss: 0.7375... Generator Loss: 1.2265 Epoch 2/2... Discriminator Loss: 0.9366... Generator Loss: 0.9108 Epoch 2/2... Discriminator Loss: 0.6278... Generator Loss: 1.8759 Epoch 2/2... Discriminator Loss: 0.6998... Generator Loss: 1.3344 Epoch 2/2... Discriminator Loss: 0.5814... Generator Loss: 1.7876 Epoch 2/2... Discriminator Loss: 1.1346... Generator Loss: 0.6930 Epoch 2/2... Discriminator Loss: 0.6523... Generator Loss: 1.6196 Epoch 2/2... Discriminator Loss: 0.7394... Generator Loss: 1.3043 Epoch 2/2... Discriminator Loss: 0.6984... Generator Loss: 1.2570 Epoch 2/2... Discriminator Loss: 0.4444... Generator Loss: 2.3983 Epoch 2/2... Discriminator Loss: 0.5766... Generator Loss: 1.7372 Epoch 2/2... Discriminator Loss: 1.5228... Generator Loss: 0.5679 Epoch 2/2... Discriminator Loss: 1.1536... Generator Loss: 2.4727 Epoch 2/2... Discriminator Loss: 1.4898... Generator Loss: 0.6931 Epoch 2/2... Discriminator Loss: 0.6390... Generator Loss: 2.3013 Epoch 2/2... Discriminator Loss: 0.5694... Generator Loss: 1.9062 Epoch 2/2... Discriminator Loss: 1.2637... Generator Loss: 0.7865 Epoch 2/2... Discriminator Loss: 0.7301... Generator Loss: 2.3748 Epoch 2/2... Discriminator Loss: 1.3124... Generator Loss: 0.7582
Epoch 2/2... Discriminator Loss: 0.8206... Generator Loss: 1.4710 Epoch 2/2... Discriminator Loss: 0.8788... Generator Loss: 0.9905 Epoch 2/2... Discriminator Loss: 0.7655... Generator Loss: 1.2608 Epoch 2/2... Discriminator Loss: 1.5475... Generator Loss: 0.5041 Epoch 2/2... Discriminator Loss: 0.6897... Generator Loss: 2.0423 Epoch 2/2... Discriminator Loss: 0.8666... Generator Loss: 1.2088 Epoch 2/2... Discriminator Loss: 0.6820... Generator Loss: 1.5581 Epoch 2/2... Discriminator Loss: 0.8175... Generator Loss: 1.1332 Epoch 2/2... Discriminator Loss: 0.8970... Generator Loss: 1.0421 Epoch 2/2... Discriminator Loss: 0.5558... Generator Loss: 1.8461 Epoch 2/2... Discriminator Loss: 0.6308... Generator Loss: 1.5843 Epoch 2/2... Discriminator Loss: 1.8185... Generator Loss: 0.5027 Epoch 2/2... Discriminator Loss: 2.2843... Generator Loss: 3.5942 Epoch 2/2... Discriminator Loss: 1.4866... Generator Loss: 0.7655 Epoch 2/2... Discriminator Loss: 0.8723... Generator Loss: 1.9337 Epoch 2/2... Discriminator Loss: 0.9173... Generator Loss: 1.0816 Epoch 2/2... Discriminator Loss: 0.8713... Generator Loss: 1.0890 Epoch 2/2... Discriminator Loss: 0.5158... Generator Loss: 1.9317 Epoch 2/2... Discriminator Loss: 0.7505... Generator Loss: 1.4253 Epoch 2/2... Discriminator Loss: 0.7280... Generator Loss: 1.2257 Epoch 2/2... Discriminator Loss: 0.8275... Generator Loss: 1.0741 Epoch 2/2... Discriminator Loss: 0.6668... Generator Loss: 1.4530 Epoch 2/2... Discriminator Loss: 0.9098... Generator Loss: 1.0624 Epoch 2/2... Discriminator Loss: 1.3303... Generator Loss: 0.6538 Epoch 2/2... Discriminator Loss: 1.1288... Generator Loss: 2.3741 Epoch 2/2... Discriminator Loss: 0.6478... Generator Loss: 1.6227 Epoch 2/2... Discriminator Loss: 1.0345... Generator Loss: 0.9218 Epoch 2/2... Discriminator Loss: 0.8026... Generator Loss: 1.1593 Epoch 2/2... Discriminator Loss: 1.3275... Generator Loss: 0.6978 Epoch 2/2... Discriminator Loss: 0.9099... Generator Loss: 2.5455 Epoch 2/2... Discriminator Loss: 1.4683... Generator Loss: 0.6198 Epoch 2/2... Discriminator Loss: 1.0130... Generator Loss: 1.3359 Epoch 2/2... Discriminator Loss: 0.8968... Generator Loss: 1.5574 Epoch 2/2... Discriminator Loss: 1.3128... Generator Loss: 0.6419 Epoch 2/2... Discriminator Loss: 0.7941... Generator Loss: 1.7560 Epoch 2/2... Discriminator Loss: 0.9867... Generator Loss: 0.9528 Epoch 2/2... Discriminator Loss: 1.5218... Generator Loss: 0.5242 Epoch 2/2... Discriminator Loss: 0.8887... Generator Loss: 1.8939 Epoch 2/2... Discriminator Loss: 1.7418... Generator Loss: 0.4808 Epoch 2/2... Discriminator Loss: 1.0475... Generator Loss: 1.9366 Epoch 2/2... Discriminator Loss: 0.7998... Generator Loss: 1.3214 Epoch 2/2... Discriminator Loss: 1.5676... Generator Loss: 0.5326 Epoch 2/2... Discriminator Loss: 0.8769... Generator Loss: 1.3578 Epoch 2/2... Discriminator Loss: 1.2649... Generator Loss: 0.7278 Epoch 2/2... Discriminator Loss: 0.7970... Generator Loss: 1.3562 Epoch 2/2... Discriminator Loss: 0.6990... Generator Loss: 1.3595 Epoch 2/2... Discriminator Loss: 0.6598... Generator Loss: 1.5379 Epoch 2/2... Discriminator Loss: 0.6800... Generator Loss: 1.8668 Epoch 2/2... Discriminator Loss: 1.8821... Generator Loss: 0.4506 Epoch 2/2... Discriminator Loss: 0.8287... Generator Loss: 2.0249 Epoch 2/2... Discriminator Loss: 0.8836... Generator Loss: 0.9973 Epoch 2/2... Discriminator Loss: 0.7936... Generator Loss: 1.6928 Epoch 2/2... Discriminator Loss: 1.2976... Generator Loss: 0.7644 Epoch 2/2... Discriminator Loss: 0.7062... Generator Loss: 1.4389 Epoch 2/2... Discriminator Loss: 0.6045... Generator Loss: 1.6460 Epoch 2/2... Discriminator Loss: 1.9221... Generator Loss: 0.4916 Epoch 2/2... Discriminator Loss: 1.1796... Generator Loss: 2.6553 Epoch 2/2... Discriminator Loss: 1.7349... Generator Loss: 0.4943 Epoch 2/2... Discriminator Loss: 0.7457... Generator Loss: 1.7794 Epoch 2/2... Discriminator Loss: 0.7650... Generator Loss: 2.0017 Epoch 2/2... Discriminator Loss: 1.4348... Generator Loss: 0.6196 Epoch 2/2... Discriminator Loss: 0.8955... Generator Loss: 2.2881 Epoch 2/2... Discriminator Loss: 1.1367... Generator Loss: 0.8951 Epoch 2/2... Discriminator Loss: 0.7565... Generator Loss: 1.1943 Epoch 2/2... Discriminator Loss: 0.7249... Generator Loss: 1.5366 Epoch 2/2... Discriminator Loss: 0.7224... Generator Loss: 1.2643 Epoch 2/2... Discriminator Loss: 0.6714... Generator Loss: 1.4274 Epoch 2/2... Discriminator Loss: 0.7166... Generator Loss: 1.2970 Epoch 2/2... Discriminator Loss: 1.1376... Generator Loss: 0.7057 Epoch 2/2... Discriminator Loss: 0.8759... Generator Loss: 1.1457 Epoch 2/2... Discriminator Loss: 0.8465... Generator Loss: 1.1927 Epoch 2/2... Discriminator Loss: 1.6091... Generator Loss: 0.5396 Epoch 2/2... Discriminator Loss: 0.9150... Generator Loss: 2.5915 Epoch 2/2... Discriminator Loss: 1.0912... Generator Loss: 0.8219 Epoch 2/2... Discriminator Loss: 0.5823... Generator Loss: 1.9357 Epoch 2/2... Discriminator Loss: 0.6124... Generator Loss: 1.5848 Epoch 2/2... Discriminator Loss: 1.4843... Generator Loss: 0.5859 Epoch 2/2... Discriminator Loss: 0.7165... Generator Loss: 1.6838 Epoch 2/2... Discriminator Loss: 1.0399... Generator Loss: 0.8179 Epoch 2/2... Discriminator Loss: 0.5747... Generator Loss: 1.8700 Epoch 2/2... Discriminator Loss: 0.6257... Generator Loss: 1.5150 Epoch 2/2... Discriminator Loss: 0.9802... Generator Loss: 0.8735 Epoch 2/2... Discriminator Loss: 0.6646... Generator Loss: 1.4774 Epoch 2/2... Discriminator Loss: 0.6719... Generator Loss: 1.4057 Epoch 2/2... Discriminator Loss: 1.3595... Generator Loss: 0.6073 Epoch 2/2... Discriminator Loss: 0.6361... Generator Loss: 1.5853 Epoch 2/2... Discriminator Loss: 0.6932... Generator Loss: 1.3773 Epoch 2/2... Discriminator Loss: 0.5655... Generator Loss: 1.7838 Epoch 2/2... Discriminator Loss: 0.6134... Generator Loss: 1.5317 Epoch 2/2... Discriminator Loss: 1.0971... Generator Loss: 0.7943 Epoch 2/2... Discriminator Loss: 0.7718... Generator Loss: 1.4773 Epoch 2/2... Discriminator Loss: 1.0053... Generator Loss: 0.8629 Epoch 2/2... Discriminator Loss: 0.7416... Generator Loss: 1.2045 Epoch 2/2... Discriminator Loss: 1.1321... Generator Loss: 0.7353 Epoch 2/2... Discriminator Loss: 0.7391... Generator Loss: 1.7831 Epoch 2/2... Discriminator Loss: 0.5022... Generator Loss: 1.9108 Epoch 2/2... Discriminator Loss: 0.6446... Generator Loss: 1.5628 Epoch 2/2... Discriminator Loss: 0.7098... Generator Loss: 1.2439 Epoch 2/2... Discriminator Loss: 0.7398... Generator Loss: 1.3279 Epoch 2/2... Discriminator Loss: 1.2183... Generator Loss: 0.7309
Epoch 2/2... Discriminator Loss: 1.2342... Generator Loss: 2.9954 Epoch 2/2... Discriminator Loss: 1.5438... Generator Loss: 0.6450 Epoch 2/2... Discriminator Loss: 1.2696... Generator Loss: 1.9384 Epoch 2/2... Discriminator Loss: 1.5040... Generator Loss: 0.7388 Epoch 2/2... Discriminator Loss: 1.0389... Generator Loss: 2.3030 Epoch 2/2... Discriminator Loss: 1.4253... Generator Loss: 0.6245 Epoch 2/2... Discriminator Loss: 0.9312... Generator Loss: 1.8956 Epoch 2/2... Discriminator Loss: 1.0374... Generator Loss: 0.8419 Epoch 2/2... Discriminator Loss: 0.9071... Generator Loss: 1.9427 Epoch 2/2... Discriminator Loss: 1.2446... Generator Loss: 0.8098 Epoch 2/2... Discriminator Loss: 1.0201... Generator Loss: 1.9735 Epoch 2/2... Discriminator Loss: 0.9957... Generator Loss: 0.9071 Epoch 2/2... Discriminator Loss: 0.8174... Generator Loss: 1.4054 Epoch 2/2... Discriminator Loss: 0.8299... Generator Loss: 1.1666 Epoch 2/2... Discriminator Loss: 0.7372... Generator Loss: 1.9668 Epoch 2/2... Discriminator Loss: 1.9258... Generator Loss: 0.4240 Epoch 2/2... Discriminator Loss: 0.8360... Generator Loss: 1.2702 Epoch 2/2... Discriminator Loss: 0.8957... Generator Loss: 1.1924 Epoch 2/2... Discriminator Loss: 1.1243... Generator Loss: 0.7841 Epoch 2/2... Discriminator Loss: 0.9482... Generator Loss: 1.0146 Epoch 2/2... Discriminator Loss: 0.9443... Generator Loss: 1.0109 Epoch 2/2... Discriminator Loss: 0.8867... Generator Loss: 1.0028 Epoch 2/2... Discriminator Loss: 0.8621... Generator Loss: 1.0279 Epoch 2/2... Discriminator Loss: 0.8158... Generator Loss: 1.4857 Epoch 2/2... Discriminator Loss: 1.1275... Generator Loss: 0.8531 Epoch 2/2... Discriminator Loss: 0.8173... Generator Loss: 1.4599 Epoch 2/2... Discriminator Loss: 0.7879... Generator Loss: 1.1495 Epoch 2/2... Discriminator Loss: 0.6656... Generator Loss: 1.5510 Epoch 2/2... Discriminator Loss: 0.9652... Generator Loss: 0.9461 Epoch 2/2... Discriminator Loss: 0.6827... Generator Loss: 1.3660 Epoch 2/2... Discriminator Loss: 0.6924... Generator Loss: 1.4852 Epoch 2/2... Discriminator Loss: 0.8694... Generator Loss: 1.0246 Epoch 2/2... Discriminator Loss: 0.7829... Generator Loss: 1.1221 Epoch 2/2... Discriminator Loss: 0.7298... Generator Loss: 2.1220 Epoch 2/2... Discriminator Loss: 1.6705... Generator Loss: 0.5254 Epoch 2/2... Discriminator Loss: 0.7691... Generator Loss: 1.3163 Epoch 2/2... Discriminator Loss: 1.0999... Generator Loss: 2.4731 Epoch 2/2... Discriminator Loss: 1.2543... Generator Loss: 0.8267 Epoch 2/2... Discriminator Loss: 1.1066... Generator Loss: 2.3855 Epoch 2/2... Discriminator Loss: 1.0306... Generator Loss: 0.9262 Epoch 2/2... Discriminator Loss: 0.9874... Generator Loss: 2.1506 Epoch 2/2... Discriminator Loss: 1.0163... Generator Loss: 0.8879 Epoch 2/2... Discriminator Loss: 0.7687... Generator Loss: 1.2218 Epoch 2/2... Discriminator Loss: 0.8276... Generator Loss: 1.1216 Epoch 2/2... Discriminator Loss: 0.7232... Generator Loss: 1.5923 Epoch 2/2... Discriminator Loss: 1.5791... Generator Loss: 0.5007 Epoch 2/2... Discriminator Loss: 0.9405... Generator Loss: 1.4613 Epoch 2/2... Discriminator Loss: 0.9441... Generator Loss: 0.9645 Epoch 2/2... Discriminator Loss: 0.7915... Generator Loss: 1.1434 Epoch 2/2... Discriminator Loss: 0.7171... Generator Loss: 1.3858 Epoch 2/2... Discriminator Loss: 0.9886... Generator Loss: 0.8499 Epoch 2/2... Discriminator Loss: 1.0197... Generator Loss: 0.8754 Epoch 2/2... Discriminator Loss: 0.8522... Generator Loss: 1.6204 Epoch 2/2... Discriminator Loss: 1.1272... Generator Loss: 0.7410 Epoch 2/2... Discriminator Loss: 1.5346... Generator Loss: 0.5640 Epoch 2/2... Discriminator Loss: 0.6391... Generator Loss: 2.2581 Epoch 2/2... Discriminator Loss: 1.0494... Generator Loss: 0.8113 Epoch 2/2... Discriminator Loss: 0.8994... Generator Loss: 1.0078 Epoch 2/2... Discriminator Loss: 0.8156... Generator Loss: 1.8725 Epoch 2/2... Discriminator Loss: 1.3824... Generator Loss: 0.6267 Epoch 2/2... Discriminator Loss: 1.1280... Generator Loss: 0.7446 Epoch 2/2... Discriminator Loss: 1.0679... Generator Loss: 1.9257 Epoch 2/2... Discriminator Loss: 1.3296... Generator Loss: 0.6455 Epoch 2/2... Discriminator Loss: 0.6026... Generator Loss: 1.5669 Epoch 2/2... Discriminator Loss: 0.5815... Generator Loss: 2.0667 Epoch 2/2... Discriminator Loss: 1.3959... Generator Loss: 0.6108 Epoch 2/2... Discriminator Loss: 0.7770... Generator Loss: 1.5751 Epoch 2/2... Discriminator Loss: 0.7010... Generator Loss: 1.4167 Epoch 2/2... Discriminator Loss: 1.0862... Generator Loss: 0.8806 Epoch 2/2... Discriminator Loss: 0.9259... Generator Loss: 0.9719 Epoch 2/2... Discriminator Loss: 0.9290... Generator Loss: 0.9998 Epoch 2/2... Discriminator Loss: 0.9909... Generator Loss: 2.4176 Epoch 2/2... Discriminator Loss: 0.7387... Generator Loss: 1.3037 Epoch 2/2... Discriminator Loss: 1.1873... Generator Loss: 0.7218 Epoch 2/2... Discriminator Loss: 0.7192... Generator Loss: 1.8033 Epoch 2/2... Discriminator Loss: 1.1813... Generator Loss: 0.7066 Epoch 2/2... Discriminator Loss: 0.7234... Generator Loss: 1.5077 Epoch 2/2... Discriminator Loss: 0.5378... Generator Loss: 1.8913 Epoch 2/2... Discriminator Loss: 0.9691... Generator Loss: 0.9061 Epoch 2/2... Discriminator Loss: 1.0818... Generator Loss: 0.7804 Epoch 2/2... Discriminator Loss: 0.5422... Generator Loss: 1.9684 Epoch 2/2... Discriminator Loss: 0.6749... Generator Loss: 1.3679 Epoch 2/2... Discriminator Loss: 1.5155... Generator Loss: 0.6683 Epoch 2/2... Discriminator Loss: 0.7777... Generator Loss: 2.0080 Epoch 2/2... Discriminator Loss: 1.5760... Generator Loss: 0.5528 Epoch 2/2... Discriminator Loss: 1.5988... Generator Loss: 3.1970 Epoch 2/2... Discriminator Loss: 0.9382... Generator Loss: 1.0456 Epoch 2/2... Discriminator Loss: 0.7812... Generator Loss: 1.1673 Epoch 2/2... Discriminator Loss: 0.7789... Generator Loss: 1.4900 Epoch 2/2... Discriminator Loss: 0.7145... Generator Loss: 1.4417 Epoch 2/2... Discriminator Loss: 0.7063... Generator Loss: 1.2480 Epoch 2/2... Discriminator Loss: 0.8019... Generator Loss: 1.1274 Epoch 2/2... Discriminator Loss: 1.1189... Generator Loss: 0.7652 Epoch 2/2... Discriminator Loss: 0.9569... Generator Loss: 1.0494 Epoch 2/2... Discriminator Loss: 0.7628... Generator Loss: 1.4275 Epoch 2/2... Discriminator Loss: 1.0132... Generator Loss: 0.8717 Epoch 2/2... Discriminator Loss: 0.8294... Generator Loss: 1.2502 Epoch 2/2... Discriminator Loss: 1.2986... Generator Loss: 0.7482 Epoch 2/2... Discriminator Loss: 0.7569... Generator Loss: 1.5691 Epoch 2/2... Discriminator Loss: 1.1947... Generator Loss: 0.7178
Epoch 2/2... Discriminator Loss: 0.7871... Generator Loss: 1.9395 Epoch 2/2... Discriminator Loss: 0.8944... Generator Loss: 1.1367 Epoch 2/2... Discriminator Loss: 0.6393... Generator Loss: 1.6860 Epoch 2/2... Discriminator Loss: 1.3512... Generator Loss: 0.6427 Epoch 2/2... Discriminator Loss: 0.7207... Generator Loss: 1.2813 Epoch 2/2... Discriminator Loss: 0.6026... Generator Loss: 1.6723 Epoch 2/2... Discriminator Loss: 0.7812... Generator Loss: 1.1501 Epoch 2/2... Discriminator Loss: 0.7433... Generator Loss: 1.2297 Epoch 2/2... Discriminator Loss: 0.6683... Generator Loss: 1.8555 Epoch 2/2... Discriminator Loss: 1.1639... Generator Loss: 0.8220 Epoch 2/2... Discriminator Loss: 0.5295... Generator Loss: 1.9797 Epoch 2/2... Discriminator Loss: 0.7513... Generator Loss: 1.2198 Epoch 2/2... Discriminator Loss: 0.7476... Generator Loss: 1.1987 Epoch 2/2... Discriminator Loss: 0.9517... Generator Loss: 0.9223 Epoch 2/2... Discriminator Loss: 0.6640... Generator Loss: 1.9149 Epoch 2/2... Discriminator Loss: 0.9184... Generator Loss: 1.0549 Epoch 2/2... Discriminator Loss: 0.7444... Generator Loss: 1.1812 Epoch 2/2... Discriminator Loss: 0.7260... Generator Loss: 1.3291 Epoch 2/2... Discriminator Loss: 1.2874... Generator Loss: 0.7212 Epoch 2/2... Discriminator Loss: 0.5881... Generator Loss: 1.7685 Epoch 2/2... Discriminator Loss: 1.3822... Generator Loss: 0.6013 Epoch 2/2... Discriminator Loss: 0.6982... Generator Loss: 2.1315 Epoch 2/2... Discriminator Loss: 0.8973... Generator Loss: 1.0490 Epoch 2/2... Discriminator Loss: 0.6467... Generator Loss: 1.4830 Epoch 2/2... Discriminator Loss: 0.5016... Generator Loss: 2.0037 Epoch 2/2... Discriminator Loss: 0.6079... Generator Loss: 1.5528 Epoch 2/2... Discriminator Loss: 0.7484... Generator Loss: 1.2604 Epoch 2/2... Discriminator Loss: 0.5103... Generator Loss: 2.0061 Epoch 2/2... Discriminator Loss: 0.8477... Generator Loss: 1.0398 Epoch 2/2... Discriminator Loss: 0.6188... Generator Loss: 1.6175 Epoch 2/2... Discriminator Loss: 0.6113... Generator Loss: 1.5691 Epoch 2/2... Discriminator Loss: 1.3746... Generator Loss: 0.6093 Epoch 2/2... Discriminator Loss: 0.8618... Generator Loss: 1.0830 Epoch 2/2... Discriminator Loss: 0.9138... Generator Loss: 0.9356 Epoch 2/2... Discriminator Loss: 0.8322... Generator Loss: 1.0585 Epoch 2/2... Discriminator Loss: 0.7975... Generator Loss: 1.0995 Epoch 2/2... Discriminator Loss: 0.6717... Generator Loss: 2.1605 Epoch 2/2... Discriminator Loss: 1.1075... Generator Loss: 0.8761 Epoch 2/2... Discriminator Loss: 0.8303... Generator Loss: 1.6529 Epoch 2/2... Discriminator Loss: 0.9161... Generator Loss: 1.0008 Epoch 2/2... Discriminator Loss: 0.6610... Generator Loss: 1.3445 Epoch 2/2... Discriminator Loss: 0.5509... Generator Loss: 1.9583 Epoch 2/2... Discriminator Loss: 0.6723... Generator Loss: 1.3651 Epoch 2/2... Discriminator Loss: 0.5574... Generator Loss: 1.7865 Epoch 2/2... Discriminator Loss: 0.6425... Generator Loss: 1.5145 Epoch 2/2... Discriminator Loss: 0.6393... Generator Loss: 1.4797 Epoch 2/2... Discriminator Loss: 0.5724... Generator Loss: 1.5989 Epoch 2/2... Discriminator Loss: 0.5040... Generator Loss: 1.9839 Epoch 2/2... Discriminator Loss: 1.4121... Generator Loss: 0.7610 Epoch 2/2... Discriminator Loss: 0.6728... Generator Loss: 1.9673 Epoch 2/2... Discriminator Loss: 0.5531... Generator Loss: 1.9221 Epoch 2/2... Discriminator Loss: 0.5616... Generator Loss: 1.7377 Epoch 2/2... Discriminator Loss: 0.6646... Generator Loss: 1.3847 Epoch 2/2... Discriminator Loss: 0.7552... Generator Loss: 1.2474 Epoch 2/2... Discriminator Loss: 0.7162... Generator Loss: 1.2377 Epoch 2/2... Discriminator Loss: 1.0630... Generator Loss: 0.8664 Epoch 2/2... Discriminator Loss: 0.8283... Generator Loss: 1.0508 Epoch 2/2... Discriminator Loss: 0.7057... Generator Loss: 2.1225 Epoch 2/2... Discriminator Loss: 0.9161... Generator Loss: 1.1855 Epoch 2/2... Discriminator Loss: 1.0058... Generator Loss: 0.8754 Epoch 2/2... Discriminator Loss: 0.6530... Generator Loss: 1.6818 Epoch 2/2... Discriminator Loss: 0.7300... Generator Loss: 1.2466 Epoch 2/2... Discriminator Loss: 0.9243... Generator Loss: 0.9398 Epoch 2/2... Discriminator Loss: 0.7565... Generator Loss: 2.2661 Epoch 2/2... Discriminator Loss: 2.2233... Generator Loss: 0.4100 Epoch 2/2... Discriminator Loss: 0.6310... Generator Loss: 2.1422 Epoch 2/2... Discriminator Loss: 0.5343... Generator Loss: 2.7169 Epoch 2/2... Discriminator Loss: 0.6120... Generator Loss: 1.6657 Epoch 2/2... Discriminator Loss: 0.6464... Generator Loss: 1.5432 Epoch 2/2... Discriminator Loss: 1.3387... Generator Loss: 0.6322 Epoch 2/2... Discriminator Loss: 0.6669... Generator Loss: 1.9015 Epoch 2/2... Discriminator Loss: 0.8390... Generator Loss: 1.1093 Epoch 2/2... Discriminator Loss: 0.6445... Generator Loss: 1.5045 Epoch 2/2... Discriminator Loss: 0.8763... Generator Loss: 0.9877 Epoch 2/2... Discriminator Loss: 0.8631... Generator Loss: 2.1324 Epoch 2/2... Discriminator Loss: 0.4451... Generator Loss: 2.3667 Epoch 2/2... Discriminator Loss: 1.0768... Generator Loss: 0.9338 Epoch 2/2... Discriminator Loss: 0.7554... Generator Loss: 1.2053 Epoch 2/2... Discriminator Loss: 0.6036... Generator Loss: 2.6118 Epoch 2/2... Discriminator Loss: 0.5258... Generator Loss: 1.8983 Epoch 2/2... Discriminator Loss: 1.1027... Generator Loss: 0.7813 Epoch 2/2... Discriminator Loss: 0.5768... Generator Loss: 1.7590 Epoch 2/2... Discriminator Loss: 0.5131... Generator Loss: 2.0612 Epoch 2/2... Discriminator Loss: 1.1114... Generator Loss: 0.7597 Epoch 2/2... Discriminator Loss: 0.7037... Generator Loss: 1.8044 Epoch 2/2... Discriminator Loss: 0.7286... Generator Loss: 1.2777 Epoch 2/2... Discriminator Loss: 1.0201... Generator Loss: 0.8134 Epoch 2/2... Discriminator Loss: 1.0910... Generator Loss: 2.3115 Epoch 2/2... Discriminator Loss: 1.0596... Generator Loss: 0.8509 Epoch 2/2... Discriminator Loss: 1.0473... Generator Loss: 2.6612 Epoch 2/2... Discriminator Loss: 1.1481... Generator Loss: 0.8184 Epoch 2/2... Discriminator Loss: 0.7366... Generator Loss: 1.6948 Epoch 2/2... Discriminator Loss: 0.7535... Generator Loss: 1.4898 Epoch 2/2... Discriminator Loss: 0.6551... Generator Loss: 1.5300 Epoch 2/2... Discriminator Loss: 1.1827... Generator Loss: 0.7435 Epoch 2/2... Discriminator Loss: 0.6714... Generator Loss: 2.1169 Epoch 2/2... Discriminator Loss: 0.9582... Generator Loss: 0.9307 Epoch 2/2... Discriminator Loss: 1.3935... Generator Loss: 0.6471 Epoch 2/2... Discriminator Loss: 0.7816... Generator Loss: 2.1019 Epoch 2/2... Discriminator Loss: 2.1435... Generator Loss: 0.4926
Epoch 2/2... Discriminator Loss: 0.6889... Generator Loss: 1.8236 Epoch 2/2... Discriminator Loss: 0.6430... Generator Loss: 1.6627 Epoch 2/2... Discriminator Loss: 2.0342... Generator Loss: 0.4578 Epoch 2/2... Discriminator Loss: 0.6176... Generator Loss: 1.8146 Epoch 2/2... Discriminator Loss: 0.6895... Generator Loss: 3.0983 Epoch 2/2... Discriminator Loss: 1.2607... Generator Loss: 0.8494 Epoch 2/2... Discriminator Loss: 0.7060... Generator Loss: 2.0386 Epoch 2/2... Discriminator Loss: 1.7986... Generator Loss: 0.6075 Epoch 2/2... Discriminator Loss: 0.6397... Generator Loss: 2.2984 Epoch 2/2... Discriminator Loss: 1.2565... Generator Loss: 0.7256 Epoch 2/2... Discriminator Loss: 0.8068... Generator Loss: 1.3852 Epoch 2/2... Discriminator Loss: 1.0843... Generator Loss: 0.7806 Epoch 2/2... Discriminator Loss: 0.7277... Generator Loss: 1.6461 Epoch 2/2... Discriminator Loss: 0.6390... Generator Loss: 1.4233 Epoch 2/2... Discriminator Loss: 0.9941... Generator Loss: 0.9198 Epoch 2/2... Discriminator Loss: 0.7451... Generator Loss: 1.2592 Epoch 2/2... Discriminator Loss: 0.7862... Generator Loss: 1.2091 Epoch 2/2... Discriminator Loss: 0.6049... Generator Loss: 2.0241 Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 0.9827 Epoch 2/2... Discriminator Loss: 0.7913... Generator Loss: 1.0640 Epoch 2/2... Discriminator Loss: 0.7763... Generator Loss: 1.3092 Epoch 2/2... Discriminator Loss: 0.6092... Generator Loss: 1.5027 Epoch 2/2... Discriminator Loss: 0.7711... Generator Loss: 1.1575 Epoch 2/2... Discriminator Loss: 0.7396... Generator Loss: 1.3631 Epoch 2/2... Discriminator Loss: 0.5669... Generator Loss: 1.6659 Epoch 2/2... Discriminator Loss: 0.6271... Generator Loss: 1.5213 Epoch 2/2... Discriminator Loss: 0.5702... Generator Loss: 1.7352 Epoch 2/2... Discriminator Loss: 0.5037... Generator Loss: 1.9142 Epoch 2/2... Discriminator Loss: 0.6068... Generator Loss: 1.5927 Epoch 2/2... Discriminator Loss: 0.5861... Generator Loss: 1.5843 Epoch 2/2... Discriminator Loss: 0.5728... Generator Loss: 1.7914 Epoch 2/2... Discriminator Loss: 0.4493... Generator Loss: 2.1980 Epoch 2/2... Discriminator Loss: 0.5369... Generator Loss: 1.8119 Epoch 2/2... Discriminator Loss: 1.1962... Generator Loss: 0.8007 Epoch 2/2... Discriminator Loss: 0.6086... Generator Loss: 1.6529 Epoch 2/2... Discriminator Loss: 0.6061... Generator Loss: 1.7152 Epoch 2/2... Discriminator Loss: 0.6530... Generator Loss: 1.4879 Epoch 2/2... Discriminator Loss: 0.5096... Generator Loss: 2.0530 Epoch 2/2... Discriminator Loss: 0.7081... Generator Loss: 1.3382 Epoch 2/2... Discriminator Loss: 0.6384... Generator Loss: 1.4319 Epoch 2/2... Discriminator Loss: 0.6350... Generator Loss: 1.4466 Epoch 2/2... Discriminator Loss: 0.4776... Generator Loss: 2.0735 Epoch 2/2... Discriminator Loss: 0.4567... Generator Loss: 2.3124 Epoch 2/2... Discriminator Loss: 1.1177... Generator Loss: 0.8750 Epoch 2/2... Discriminator Loss: 0.6398... Generator Loss: 2.2872 Epoch 2/2... Discriminator Loss: 0.9884... Generator Loss: 0.9217 Epoch 2/2... Discriminator Loss: 0.6960... Generator Loss: 1.3769 Epoch 2/2... Discriminator Loss: 0.6956... Generator Loss: 1.2931 Epoch 2/2... Discriminator Loss: 0.5264... Generator Loss: 1.8265 Epoch 2/2... Discriminator Loss: 0.6111... Generator Loss: 1.4934 Epoch 2/2... Discriminator Loss: 0.5553... Generator Loss: 1.8229 Epoch 2/2... Discriminator Loss: 0.9846... Generator Loss: 1.0674 Epoch 2/2... Discriminator Loss: 1.0026... Generator Loss: 2.4027 Epoch 2/2... Discriminator Loss: 0.8223... Generator Loss: 1.1297 Epoch 2/2... Discriminator Loss: 0.6554... Generator Loss: 1.6370 Epoch 2/2... Discriminator Loss: 0.6304... Generator Loss: 1.7769 Epoch 2/2... Discriminator Loss: 1.8374... Generator Loss: 0.5234 Epoch 2/2... Discriminator Loss: 0.8031... Generator Loss: 4.2859 Epoch 2/2... Discriminator Loss: 1.1764... Generator Loss: 0.8718 Epoch 2/2... Discriminator Loss: 0.7384... Generator Loss: 1.3769 Epoch 2/2... Discriminator Loss: 0.5761... Generator Loss: 1.6693 Epoch 2/2... Discriminator Loss: 0.5867... Generator Loss: 1.6438 Epoch 2/2... Discriminator Loss: 0.8964... Generator Loss: 1.0467 Epoch 2/2... Discriminator Loss: 0.7221... Generator Loss: 1.2246 Epoch 2/2... Discriminator Loss: 0.6657... Generator Loss: 1.8663 Epoch 2/2... Discriminator Loss: 0.6189... Generator Loss: 1.6165 Epoch 2/2... Discriminator Loss: 0.5504... Generator Loss: 1.7304 Epoch 2/2... Discriminator Loss: 0.6321... Generator Loss: 1.5784 Epoch 2/2... Discriminator Loss: 0.6232... Generator Loss: 1.5222 Epoch 2/2... Discriminator Loss: 0.5709... Generator Loss: 1.7171 Epoch 2/2... Discriminator Loss: 0.5468... Generator Loss: 1.7991 Epoch 2/2... Discriminator Loss: 1.2910... Generator Loss: 0.6789 Epoch 2/2... Discriminator Loss: 0.7590... Generator Loss: 2.1733 Epoch 2/2... Discriminator Loss: 0.4556... Generator Loss: 2.3429 Epoch 2/2... Discriminator Loss: 0.9081... Generator Loss: 0.9961 Epoch 2/2... Discriminator Loss: 0.5972... Generator Loss: 1.6007 Epoch 2/2... Discriminator Loss: 0.6373... Generator Loss: 1.7424 Epoch 2/2... Discriminator Loss: 0.6439... Generator Loss: 1.4120 Epoch 2/2... Discriminator Loss: 0.8180... Generator Loss: 1.0769 Epoch 2/2... Discriminator Loss: 0.6046... Generator Loss: 1.6178 Epoch 2/2... Discriminator Loss: 0.7388... Generator Loss: 1.2894 Epoch 2/2... Discriminator Loss: 0.4670... Generator Loss: 2.5809 Epoch 2/2... Discriminator Loss: 0.5351... Generator Loss: 2.0309 Epoch 2/2... Discriminator Loss: 0.7733... Generator Loss: 1.2615 Epoch 2/2... Discriminator Loss: 0.5625... Generator Loss: 2.0511 Epoch 2/2... Discriminator Loss: 0.8626... Generator Loss: 1.1531 Epoch 2/2... Discriminator Loss: 0.5853... Generator Loss: 1.6866 Epoch 2/2... Discriminator Loss: 0.6882... Generator Loss: 2.7009 Epoch 2/2... Discriminator Loss: 1.0601... Generator Loss: 1.0153 Epoch 2/2... Discriminator Loss: 1.2032... Generator Loss: 0.7820 Epoch 2/2... Discriminator Loss: 1.8359... Generator Loss: 3.4333 Epoch 2/2... Discriminator Loss: 3.3461... Generator Loss: 0.3788 Epoch 2/2... Discriminator Loss: 1.9927... Generator Loss: 5.0137 Epoch 2/2... Discriminator Loss: 1.0437... Generator Loss: 1.0266 Epoch 2/2... Discriminator Loss: 0.8800... Generator Loss: 1.0161 Epoch 2/2... Discriminator Loss: 0.7527... Generator Loss: 1.4100 Epoch 2/2... Discriminator Loss: 0.7015... Generator Loss: 1.4391 Epoch 2/2... Discriminator Loss: 0.7301... Generator Loss: 1.4067 Epoch 2/2... Discriminator Loss: 0.7549... Generator Loss: 2.0587 Epoch 2/2... Discriminator Loss: 0.7707... Generator Loss: 1.3081
Epoch 2/2... Discriminator Loss: 0.8271... Generator Loss: 1.2057 Epoch 2/2... Discriminator Loss: 0.6703... Generator Loss: 1.6905 Epoch 2/2... Discriminator Loss: 0.6454... Generator Loss: 1.4380 Epoch 2/2... Discriminator Loss: 0.7973... Generator Loss: 1.1453 Epoch 2/2... Discriminator Loss: 1.4836... Generator Loss: 0.5536 Epoch 2/2... Discriminator Loss: 0.8761... Generator Loss: 1.3807 Epoch 2/2... Discriminator Loss: 1.3282... Generator Loss: 0.6629 Epoch 2/2... Discriminator Loss: 0.9190... Generator Loss: 1.2204 Epoch 2/2... Discriminator Loss: 1.4609... Generator Loss: 0.5441 Epoch 2/2... Discriminator Loss: 0.7754... Generator Loss: 1.2240 Epoch 2/2... Discriminator Loss: 0.4836... Generator Loss: 2.2525 Epoch 2/2... Discriminator Loss: 0.5151... Generator Loss: 1.8699 Epoch 2/2... Discriminator Loss: 0.8220... Generator Loss: 1.1169 Epoch 2/2... Discriminator Loss: 0.6699... Generator Loss: 1.3719 Epoch 2/2... Discriminator Loss: 0.7088... Generator Loss: 1.3096 Epoch 2/2... Discriminator Loss: 0.6193... Generator Loss: 1.6374 Epoch 2/2... Discriminator Loss: 0.7994... Generator Loss: 1.2054 Epoch 2/2... Discriminator Loss: 1.2222... Generator Loss: 0.6863 Epoch 2/2... Discriminator Loss: 0.7733... Generator Loss: 1.4320 Epoch 2/2... Discriminator Loss: 0.8281... Generator Loss: 1.0653 Epoch 2/2... Discriminator Loss: 0.5995... Generator Loss: 1.7068 Epoch 2/2... Discriminator Loss: 0.6369... Generator Loss: 1.4523 Epoch 2/2... Discriminator Loss: 1.1235... Generator Loss: 0.7506 Epoch 2/2... Discriminator Loss: 1.1271... Generator Loss: 0.7387 Epoch 2/2... Discriminator Loss: 0.9289... Generator Loss: 2.3401 Epoch 2/2... Discriminator Loss: 0.5622... Generator Loss: 1.8861 Epoch 2/2... Discriminator Loss: 1.9988... Generator Loss: 0.4888 Epoch 2/2... Discriminator Loss: 1.3475... Generator Loss: 3.4664 Epoch 2/2... Discriminator Loss: 0.9974... Generator Loss: 1.0264 Epoch 2/2... Discriminator Loss: 1.0320... Generator Loss: 0.8753 Epoch 2/2... Discriminator Loss: 0.8358... Generator Loss: 1.1890 Epoch 2/2... Discriminator Loss: 0.7284... Generator Loss: 1.2169 Epoch 2/2... Discriminator Loss: 0.7651... Generator Loss: 1.2772 Epoch 2/2... Discriminator Loss: 0.6503... Generator Loss: 1.6843 Epoch 2/2... Discriminator Loss: 1.6949... Generator Loss: 0.4870 Epoch 2/2... Discriminator Loss: 0.6468... Generator Loss: 1.9500 Epoch 2/2... Discriminator Loss: 0.6539... Generator Loss: 1.5122 Epoch 2/2... Discriminator Loss: 1.2923... Generator Loss: 0.7191 Epoch 2/2... Discriminator Loss: 0.7003... Generator Loss: 1.3474 Epoch 2/2... Discriminator Loss: 0.9689... Generator Loss: 2.7060 Epoch 2/2... Discriminator Loss: 1.4719... Generator Loss: 0.5757 Epoch 2/2... Discriminator Loss: 1.0045... Generator Loss: 1.0086 Epoch 2/2... Discriminator Loss: 1.1836... Generator Loss: 0.7273 Epoch 2/2... Discriminator Loss: 0.9293... Generator Loss: 2.2223 Epoch 2/2... Discriminator Loss: 1.3270... Generator Loss: 0.7664 Epoch 2/2... Discriminator Loss: 0.8243... Generator Loss: 2.1132 Epoch 2/2... Discriminator Loss: 1.8256... Generator Loss: 0.5394 Epoch 2/2... Discriminator Loss: 1.0718... Generator Loss: 3.0172 Epoch 2/2... Discriminator Loss: 0.7845... Generator Loss: 1.4138 Epoch 2/2... Discriminator Loss: 0.6253... Generator Loss: 1.8093 Epoch 2/2... Discriminator Loss: 0.6630... Generator Loss: 1.6434 Epoch 2/2... Discriminator Loss: 0.6309... Generator Loss: 1.5917 Epoch 2/2... Discriminator Loss: 0.5527... Generator Loss: 2.0111 Epoch 2/2... Discriminator Loss: 1.0828... Generator Loss: 0.8282 Epoch 2/2... Discriminator Loss: 0.7177... Generator Loss: 1.3143 Epoch 2/2... Discriminator Loss: 0.5228... Generator Loss: 1.9289 Epoch 2/2... Discriminator Loss: 0.6035... Generator Loss: 1.5058 Epoch 2/2... Discriminator Loss: 0.6767... Generator Loss: 1.3144 Epoch 2/2... Discriminator Loss: 0.7080... Generator Loss: 1.2335 Epoch 2/2... Discriminator Loss: 0.6754... Generator Loss: 1.5243 Epoch 2/2... Discriminator Loss: 0.7129... Generator Loss: 1.2270 Epoch 2/2... Discriminator Loss: 1.0128... Generator Loss: 0.8720 Epoch 2/2... Discriminator Loss: 0.7805... Generator Loss: 2.2727 Epoch 2/2... Discriminator Loss: 0.6444... Generator Loss: 1.5063 Epoch 2/2... Discriminator Loss: 0.6826... Generator Loss: 1.3625 Epoch 2/2... Discriminator Loss: 0.6593... Generator Loss: 1.4636 Epoch 2/2... Discriminator Loss: 0.5488... Generator Loss: 1.7161 Epoch 2/2... Discriminator Loss: 0.4999... Generator Loss: 2.3030 Epoch 2/2... Discriminator Loss: 0.7123... Generator Loss: 1.3056 Epoch 2/2... Discriminator Loss: 1.0005... Generator Loss: 0.8581 Epoch 2/2... Discriminator Loss: 0.5756... Generator Loss: 1.7885 Epoch 2/2... Discriminator Loss: 0.5649... Generator Loss: 2.0792 Epoch 2/2... Discriminator Loss: 0.7995... Generator Loss: 1.2844 Epoch 2/2... Discriminator Loss: 1.0273... Generator Loss: 0.8240 Epoch 2/2... Discriminator Loss: 1.0070... Generator Loss: 0.8173 Epoch 2/2... Discriminator Loss: 0.7203... Generator Loss: 2.5511 Epoch 2/2... Discriminator Loss: 0.7249... Generator Loss: 1.3795 Epoch 2/2... Discriminator Loss: 0.6447... Generator Loss: 1.5304 Epoch 2/2... Discriminator Loss: 1.1457... Generator Loss: 0.7519 Epoch 2/2... Discriminator Loss: 0.7174... Generator Loss: 1.3574 Epoch 2/2... Discriminator Loss: 1.1709... Generator Loss: 0.7117 Epoch 2/2... Discriminator Loss: 1.0457... Generator Loss: 1.7974 Epoch 2/2... Discriminator Loss: 1.5059... Generator Loss: 0.6530 Epoch 2/2... Discriminator Loss: 0.7896... Generator Loss: 2.3995 Epoch 2/2... Discriminator Loss: 1.7670... Generator Loss: 0.4772 Epoch 2/2... Discriminator Loss: 0.9587... Generator Loss: 2.8891 Epoch 2/2... Discriminator Loss: 1.5310... Generator Loss: 0.6339 Epoch 2/2... Discriminator Loss: 0.9643... Generator Loss: 3.6206 Epoch 2/2... Discriminator Loss: 1.0633... Generator Loss: 0.9860 Epoch 2/2... Discriminator Loss: 0.8683... Generator Loss: 1.0290 Epoch 2/2... Discriminator Loss: 0.7004... Generator Loss: 1.4308 Epoch 2/2... Discriminator Loss: 1.2608... Generator Loss: 0.6928 Epoch 2/2... Discriminator Loss: 0.6332... Generator Loss: 1.4921 Epoch 2/2... Discriminator Loss: 0.5737... Generator Loss: 1.7230 Epoch 2/2... Discriminator Loss: 0.5785... Generator Loss: 1.7766 Epoch 2/2... Discriminator Loss: 0.8954... Generator Loss: 1.0595 Epoch 2/2... Discriminator Loss: 0.7992... Generator Loss: 1.2405 Epoch 2/2... Discriminator Loss: 0.7949... Generator Loss: 1.1259 Epoch 2/2... Discriminator Loss: 0.7550... Generator Loss: 1.2168 Epoch 2/2... Discriminator Loss: 0.6604... Generator Loss: 1.5904
Epoch 2/2... Discriminator Loss: 0.7382... Generator Loss: 1.1882 Epoch 2/2... Discriminator Loss: 0.6479... Generator Loss: 1.4739 Epoch 2/2... Discriminator Loss: 1.0134... Generator Loss: 0.8633 Epoch 2/2... Discriminator Loss: 0.6293... Generator Loss: 1.6126 Epoch 2/2... Discriminator Loss: 0.7962... Generator Loss: 1.2257 Epoch 2/2... Discriminator Loss: 0.7144... Generator Loss: 1.2274 Epoch 2/2... Discriminator Loss: 0.8792... Generator Loss: 1.0179 Epoch 2/2... Discriminator Loss: 0.9159... Generator Loss: 0.9630 Epoch 2/2... Discriminator Loss: 0.8991... Generator Loss: 1.0876 Epoch 2/2... Discriminator Loss: 0.6988... Generator Loss: 1.2867 Epoch 2/2... Discriminator Loss: 0.7704... Generator Loss: 1.1062 Epoch 2/2... Discriminator Loss: 0.6471... Generator Loss: 1.4590 Epoch 2/2... Discriminator Loss: 0.8044... Generator Loss: 1.0730 Epoch 2/2... Discriminator Loss: 0.7618... Generator Loss: 1.1286 Epoch 2/2... Discriminator Loss: 0.7125... Generator Loss: 1.3413 Epoch 2/2... Discriminator Loss: 0.5930... Generator Loss: 1.5459 Epoch 2/2... Discriminator Loss: 0.5353... Generator Loss: 1.8164 Epoch 2/2... Discriminator Loss: 0.5578... Generator Loss: 1.7585 Epoch 2/2... Discriminator Loss: 0.7421... Generator Loss: 1.2003 Epoch 2/2... Discriminator Loss: 0.7169... Generator Loss: 1.2638 Epoch 2/2... Discriminator Loss: 0.6641... Generator Loss: 1.3804 Epoch 2/2... Discriminator Loss: 0.7939... Generator Loss: 1.1284 Epoch 2/2... Discriminator Loss: 0.6759... Generator Loss: 1.5501 Epoch 2/2... Discriminator Loss: 1.3368... Generator Loss: 0.6655 Epoch 2/2... Discriminator Loss: 0.6331... Generator Loss: 1.4808 Epoch 2/2... Discriminator Loss: 0.7040... Generator Loss: 1.4491 Epoch 2/2... Discriminator Loss: 0.9333... Generator Loss: 0.8621 Epoch 2/2... Discriminator Loss: 0.5692... Generator Loss: 1.6616 Epoch 2/2... Discriminator Loss: 0.6191... Generator Loss: 1.6611 Epoch 2/2... Discriminator Loss: 0.6525... Generator Loss: 1.4017 Epoch 2/2... Discriminator Loss: 1.0575... Generator Loss: 0.8269 Epoch 2/2... Discriminator Loss: 0.4869... Generator Loss: 2.4309 Epoch 2/2... Discriminator Loss: 0.4864... Generator Loss: 2.1771 Epoch 2/2... Discriminator Loss: 1.0769... Generator Loss: 0.8688 Epoch 2/2... Discriminator Loss: 0.7058... Generator Loss: 1.5201 Epoch 2/2... Discriminator Loss: 1.0599... Generator Loss: 0.8147 Epoch 2/2... Discriminator Loss: 0.9090... Generator Loss: 2.3995 Epoch 2/2... Discriminator Loss: 3.0060... Generator Loss: 0.4162 Epoch 2/2... Discriminator Loss: 2.5218... Generator Loss: 5.0526 Epoch 2/2... Discriminator Loss: 1.7264... Generator Loss: 0.5849 Epoch 2/2... Discriminator Loss: 0.6707... Generator Loss: 1.8263 Epoch 2/2... Discriminator Loss: 0.8899... Generator Loss: 1.1347 Epoch 2/2... Discriminator Loss: 1.1597... Generator Loss: 0.7303 Epoch 2/2... Discriminator Loss: 0.6722... Generator Loss: 1.7408 Epoch 2/2... Discriminator Loss: 0.6844... Generator Loss: 1.5789 Epoch 2/2... Discriminator Loss: 1.1310... Generator Loss: 0.8397 Epoch 2/2... Discriminator Loss: 1.2776... Generator Loss: 0.7386 Epoch 2/2... Discriminator Loss: 0.8589... Generator Loss: 2.4010 Epoch 2/2... Discriminator Loss: 1.0330... Generator Loss: 1.1111 Epoch 2/2... Discriminator Loss: 0.5881... Generator Loss: 1.8370 Epoch 2/2... Discriminator Loss: 0.8662... Generator Loss: 1.0893 Epoch 2/2... Discriminator Loss: 0.8090... Generator Loss: 1.0750 Epoch 2/2... Discriminator Loss: 0.6766... Generator Loss: 1.3444 Epoch 2/2... Discriminator Loss: 0.7078... Generator Loss: 1.3381 Epoch 2/2... Discriminator Loss: 0.9259... Generator Loss: 1.0058 Epoch 2/2... Discriminator Loss: 0.7095... Generator Loss: 1.3769 Epoch 2/2... Discriminator Loss: 0.9717... Generator Loss: 1.1361 Epoch 2/2... Discriminator Loss: 0.6353... Generator Loss: 1.5787 Epoch 2/2... Discriminator Loss: 0.7241... Generator Loss: 1.7040 Epoch 2/2... Discriminator Loss: 1.0033... Generator Loss: 0.8711 Epoch 2/2... Discriminator Loss: 0.8307... Generator Loss: 1.1721 Epoch 2/2... Discriminator Loss: 0.8234... Generator Loss: 1.0547 Epoch 2/2... Discriminator Loss: 1.5008... Generator Loss: 3.0647 Epoch 2/2... Discriminator Loss: 1.0843... Generator Loss: 0.9173 Epoch 2/2... Discriminator Loss: 0.7609... Generator Loss: 1.2069 Epoch 2/2... Discriminator Loss: 0.6661... Generator Loss: 1.9164 Epoch 2/2... Discriminator Loss: 0.9060... Generator Loss: 1.0117 Epoch 2/2... Discriminator Loss: 1.7546... Generator Loss: 0.4931 Epoch 2/2... Discriminator Loss: 0.8765... Generator Loss: 1.7313 Epoch 2/2... Discriminator Loss: 0.9602... Generator Loss: 0.9174 Epoch 2/2... Discriminator Loss: 1.1535... Generator Loss: 0.7511 Epoch 2/2... Discriminator Loss: 0.6942... Generator Loss: 2.1662 Epoch 2/2... Discriminator Loss: 0.7229... Generator Loss: 1.4107 Epoch 2/2... Discriminator Loss: 0.9506... Generator Loss: 0.9368 Epoch 2/2... Discriminator Loss: 0.7553... Generator Loss: 1.2846 Epoch 2/2... Discriminator Loss: 1.6022... Generator Loss: 0.4978 Epoch 2/2... Discriminator Loss: 0.5914... Generator Loss: 1.7546 Epoch 2/2... Discriminator Loss: 1.7594... Generator Loss: 0.4756 Epoch 2/2... Discriminator Loss: 0.9008... Generator Loss: 1.0491 Epoch 2/2... Discriminator Loss: 1.1277... Generator Loss: 0.7649 Epoch 2/2... Discriminator Loss: 0.8697... Generator Loss: 1.0384 Epoch 2/2... Discriminator Loss: 0.6406... Generator Loss: 1.5770 Epoch 2/2... Discriminator Loss: 0.6005... Generator Loss: 1.6331 Epoch 2/2... Discriminator Loss: 0.7008... Generator Loss: 1.3003 Epoch 2/2... Discriminator Loss: 0.7056... Generator Loss: 1.2727 Epoch 2/2... Discriminator Loss: 0.6724... Generator Loss: 1.3282 Epoch 2/2... Discriminator Loss: 0.6595... Generator Loss: 1.4464 Epoch 2/2... Discriminator Loss: 0.6898... Generator Loss: 1.4047 Epoch 2/2... Discriminator Loss: 0.7041... Generator Loss: 1.3290 Epoch 2/2... Discriminator Loss: 0.4699... Generator Loss: 2.3405 Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 0.8472 Epoch 2/2... Discriminator Loss: 0.5452... Generator Loss: 1.9318 Epoch 2/2... Discriminator Loss: 0.6373... Generator Loss: 1.6093 Epoch 2/2... Discriminator Loss: 1.0712... Generator Loss: 0.8776 Epoch 2/2... Discriminator Loss: 0.5964... Generator Loss: 1.8245 Epoch 2/2... Discriminator Loss: 0.5870... Generator Loss: 1.7185 Epoch 2/2... Discriminator Loss: 0.6898... Generator Loss: 1.4251 Epoch 2/2... Discriminator Loss: 0.5837... Generator Loss: 2.0586 Epoch 2/2... Discriminator Loss: 0.7438... Generator Loss: 1.2450 Epoch 2/2... Discriminator Loss: 0.5767... Generator Loss: 1.7109
Epoch 2/2... Discriminator Loss: 0.5936... Generator Loss: 1.5338 Epoch 2/2... Discriminator Loss: 0.5357... Generator Loss: 1.8021 Epoch 2/2... Discriminator Loss: 0.5430... Generator Loss: 1.8023 Epoch 2/2... Discriminator Loss: 0.6392... Generator Loss: 1.5198 Epoch 2/2... Discriminator Loss: 0.7257... Generator Loss: 1.2446 Epoch 2/2... Discriminator Loss: 0.7864... Generator Loss: 1.1732 Epoch 2/2... Discriminator Loss: 0.5830... Generator Loss: 1.8735 Epoch 2/2... Discriminator Loss: 0.5734... Generator Loss: 1.6949 Epoch 2/2... Discriminator Loss: 0.6438... Generator Loss: 1.4567 Epoch 2/2... Discriminator Loss: 0.5478... Generator Loss: 1.7064 Epoch 2/2... Discriminator Loss: 0.7039... Generator Loss: 1.2689 Epoch 2/2... Discriminator Loss: 0.6247... Generator Loss: 1.5338 Epoch 2/2... Discriminator Loss: 0.5173... Generator Loss: 2.1217 Epoch 2/2... Discriminator Loss: 0.6087... Generator Loss: 1.6867 Epoch 2/2... Discriminator Loss: 0.9316... Generator Loss: 0.9309 Epoch 2/2... Discriminator Loss: 0.5245... Generator Loss: 2.1777 Epoch 2/2... Discriminator Loss: 0.4267... Generator Loss: 2.4857 Epoch 2/2... Discriminator Loss: 0.5327... Generator Loss: 1.9259 Epoch 2/2... Discriminator Loss: 1.0014... Generator Loss: 0.9518 Epoch 2/2... Discriminator Loss: 0.4866... Generator Loss: 2.1004 Epoch 2/2... Discriminator Loss: 0.6236... Generator Loss: 1.4988 Epoch 2/2... Discriminator Loss: 0.6904... Generator Loss: 1.2955 Epoch 2/2... Discriminator Loss: 0.6996... Generator Loss: 1.4973 Epoch 2/2... Discriminator Loss: 0.5524... Generator Loss: 2.0282 Epoch 2/2... Discriminator Loss: 0.5792... Generator Loss: 1.6951 Epoch 2/2... Discriminator Loss: 0.7149... Generator Loss: 1.3570 Epoch 2/2... Discriminator Loss: 0.7159... Generator Loss: 1.2585 Epoch 2/2... Discriminator Loss: 0.5013... Generator Loss: 2.0172 Epoch 2/2... Discriminator Loss: 0.5425... Generator Loss: 1.8599 Epoch 2/2... Discriminator Loss: 1.5545... Generator Loss: 0.5442 Epoch 2/2... Discriminator Loss: 0.6746... Generator Loss: 1.5034 Epoch 2/2... Discriminator Loss: 0.7703... Generator Loss: 1.2277 Epoch 2/2... Discriminator Loss: 1.1184... Generator Loss: 0.8451 Epoch 2/2... Discriminator Loss: 0.9279... Generator Loss: 2.9455 Epoch 2/2... Discriminator Loss: 0.7704... Generator Loss: 1.2553 Epoch 2/2... Discriminator Loss: 0.4997... Generator Loss: 2.0181 Epoch 2/2... Discriminator Loss: 2.1408... Generator Loss: 0.4309 Epoch 2/2... Discriminator Loss: 1.9700... Generator Loss: 3.4752 Epoch 2/2... Discriminator Loss: 1.3273... Generator Loss: 0.8373 Epoch 2/2... Discriminator Loss: 0.9281... Generator Loss: 0.9777 Epoch 2/2... Discriminator Loss: 0.5179... Generator Loss: 2.3665 Epoch 2/2... Discriminator Loss: 0.9850... Generator Loss: 1.0220 Epoch 2/2... Discriminator Loss: 0.7648... Generator Loss: 1.2900 Epoch 2/2... Discriminator Loss: 0.9178... Generator Loss: 0.9964 Epoch 2/2... Discriminator Loss: 0.6015... Generator Loss: 1.6203 Epoch 2/2... Discriminator Loss: 1.0175... Generator Loss: 0.8870 Epoch 2/2... Discriminator Loss: 0.6397... Generator Loss: 1.4760 Epoch 2/2... Discriminator Loss: 0.5878... Generator Loss: 1.9990 Epoch 2/2... Discriminator Loss: 0.7525... Generator Loss: 1.3273 Epoch 2/2... Discriminator Loss: 1.0144... Generator Loss: 0.8153 Epoch 2/2... Discriminator Loss: 0.6337... Generator Loss: 1.9383 Epoch 2/2... Discriminator Loss: 0.8552... Generator Loss: 1.0490 Epoch 2/2... Discriminator Loss: 0.5982... Generator Loss: 1.5241 Epoch 2/2... Discriminator Loss: 0.5320... Generator Loss: 2.2126 Epoch 2/2... Discriminator Loss: 0.6514... Generator Loss: 1.3920 Epoch 2/2... Discriminator Loss: 0.5555... Generator Loss: 1.6742 Epoch 2/2... Discriminator Loss: 0.6145... Generator Loss: 1.4369 Epoch 2/2... Discriminator Loss: 0.8925... Generator Loss: 0.9918 Epoch 2/2... Discriminator Loss: 0.5931... Generator Loss: 1.6190 Epoch 2/2... Discriminator Loss: 0.6481... Generator Loss: 1.3978 Epoch 2/2... Discriminator Loss: 0.4596... Generator Loss: 2.5417 Epoch 2/2... Discriminator Loss: 0.9549... Generator Loss: 1.0024 Epoch 2/2... Discriminator Loss: 0.6220... Generator Loss: 1.4209 Epoch 2/2... Discriminator Loss: 0.4785... Generator Loss: 2.5360 Epoch 2/2... Discriminator Loss: 1.4243... Generator Loss: 0.5902 Epoch 2/2... Discriminator Loss: 2.0214... Generator Loss: 2.9202 Epoch 2/2... Discriminator Loss: 2.7641... Generator Loss: 0.3808 Epoch 2/2... Discriminator Loss: 3.1309... Generator Loss: 4.8341 Epoch 2/2... Discriminator Loss: 1.1886... Generator Loss: 1.0170 Epoch 2/2... Discriminator Loss: 0.6614... Generator Loss: 2.3155 Epoch 2/2... Discriminator Loss: 0.7766... Generator Loss: 1.5790 Epoch 2/2... Discriminator Loss: 0.8812... Generator Loss: 1.0969 Epoch 2/2... Discriminator Loss: 0.6702... Generator Loss: 1.6958 Epoch 2/2... Discriminator Loss: 0.6398... Generator Loss: 1.5645 Epoch 2/2... Discriminator Loss: 1.1119... Generator Loss: 0.8370 Epoch 2/2... Discriminator Loss: 1.2122... Generator Loss: 3.2025 Epoch 2/2... Discriminator Loss: 1.6232... Generator Loss: 0.5767 Epoch 2/2... Discriminator Loss: 0.7407... Generator Loss: 2.5259 Epoch 2/2... Discriminator Loss: 0.5484... Generator Loss: 2.2053 Epoch 2/2... Discriminator Loss: 0.9342... Generator Loss: 1.1218 Epoch 2/2... Discriminator Loss: 0.8228... Generator Loss: 1.2492 Epoch 2/2... Discriminator Loss: 0.6064... Generator Loss: 2.1740 Epoch 2/2... Discriminator Loss: 0.8835... Generator Loss: 1.2511 Epoch 2/2... Discriminator Loss: 1.0021... Generator Loss: 1.0198 Epoch 2/2... Discriminator Loss: 0.6215... Generator Loss: 2.6552 Epoch 2/2... Discriminator Loss: 1.9860... Generator Loss: 0.4938 Epoch 2/2... Discriminator Loss: 0.7395... Generator Loss: 1.8267 Epoch 2/2... Discriminator Loss: 0.7523... Generator Loss: 1.5188 Epoch 2/2... Discriminator Loss: 0.7374... Generator Loss: 1.5571 Epoch 2/2... Discriminator Loss: 0.6158... Generator Loss: 1.6970 Epoch 2/2... Discriminator Loss: 0.7672... Generator Loss: 1.2900 Epoch 2/2... Discriminator Loss: 0.9919... Generator Loss: 0.9261 Epoch 2/2... Discriminator Loss: 0.6032... Generator Loss: 1.5805 Epoch 2/2... Discriminator Loss: 0.6367... Generator Loss: 1.4869 Epoch 2/2... Discriminator Loss: 0.6474... Generator Loss: 1.4145 Epoch 2/2... Discriminator Loss: 0.5643... Generator Loss: 1.7083 Epoch 2/2... Discriminator Loss: 0.4427... Generator Loss: 2.4462 Epoch 2/2... Discriminator Loss: 0.6921... Generator Loss: 1.4122 Epoch 2/2... Discriminator Loss: 0.6252... Generator Loss: 1.4475 Epoch 2/2... Discriminator Loss: 0.6993... Generator Loss: 1.3397
Epoch 2/2... Discriminator Loss: 0.8439... Generator Loss: 1.0435 Epoch 2/2... Discriminator Loss: 0.7384... Generator Loss: 1.4194 Epoch 2/2... Discriminator Loss: 0.6676... Generator Loss: 1.4455 Epoch 2/2... Discriminator Loss: 1.3855... Generator Loss: 0.6712 Epoch 2/2... Discriminator Loss: 0.6641... Generator Loss: 2.4429 Epoch 2/2... Discriminator Loss: 1.5377... Generator Loss: 0.6009 Epoch 2/2... Discriminator Loss: 0.8311... Generator Loss: 2.2861 Epoch 2/2... Discriminator Loss: 0.9172... Generator Loss: 0.9689 Epoch 2/2... Discriminator Loss: 1.4213... Generator Loss: 0.5834 Epoch 2/2... Discriminator Loss: 1.0570... Generator Loss: 3.2833 Epoch 2/2... Discriminator Loss: 0.6730... Generator Loss: 1.6587 Epoch 2/2... Discriminator Loss: 0.7997... Generator Loss: 1.4003 Epoch 2/2... Discriminator Loss: 0.7241... Generator Loss: 1.7077 Epoch 2/2... Discriminator Loss: 1.1136... Generator Loss: 0.9488 Epoch 2/2... Discriminator Loss: 0.7749... Generator Loss: 1.1313 Epoch 2/2... Discriminator Loss: 0.6294... Generator Loss: 1.8722 Epoch 2/2... Discriminator Loss: 1.9590... Generator Loss: 0.5120 Epoch 2/2... Discriminator Loss: 1.0916... Generator Loss: 2.6019 Epoch 2/2... Discriminator Loss: 1.9208... Generator Loss: 0.5627 Epoch 2/2... Discriminator Loss: 0.8552... Generator Loss: 2.1379 Epoch 2/2... Discriminator Loss: 0.8222... Generator Loss: 1.2153 Epoch 2/2... Discriminator Loss: 1.1517... Generator Loss: 0.7787 Epoch 2/2... Discriminator Loss: 0.5467... Generator Loss: 1.9882 Epoch 2/2... Discriminator Loss: 0.6697... Generator Loss: 1.3874 Epoch 2/2... Discriminator Loss: 0.5975... Generator Loss: 1.6706 Epoch 2/2... Discriminator Loss: 0.6844... Generator Loss: 1.4533 Epoch 2/2... Discriminator Loss: 1.1020... Generator Loss: 0.7553 Epoch 2/2... Discriminator Loss: 0.7675... Generator Loss: 1.2667 Epoch 2/2... Discriminator Loss: 0.8765... Generator Loss: 1.0500 Epoch 2/2... Discriminator Loss: 0.7685... Generator Loss: 1.1796 Epoch 2/2... Discriminator Loss: 0.6831... Generator Loss: 1.5288 Epoch 2/2... Discriminator Loss: 0.6029... Generator Loss: 1.6274 Epoch 2/2... Discriminator Loss: 0.6488... Generator Loss: 1.4176 Epoch 2/2... Discriminator Loss: 0.9057... Generator Loss: 1.0315 Epoch 2/2... Discriminator Loss: 0.6523... Generator Loss: 1.7780 Epoch 2/2... Discriminator Loss: 0.9055... Generator Loss: 1.0043 Epoch 2/2... Discriminator Loss: 0.8458... Generator Loss: 2.0869 Epoch 2/2... Discriminator Loss: 1.5456... Generator Loss: 0.6352 Epoch 2/2... Discriminator Loss: 0.6858... Generator Loss: 2.4365 Epoch 2/2... Discriminator Loss: 0.6746... Generator Loss: 1.3881 Epoch 2/2... Discriminator Loss: 0.7948... Generator Loss: 1.0703 Epoch 2/2... Discriminator Loss: 0.8621... Generator Loss: 1.0096 Epoch 2/2... Discriminator Loss: 0.8312... Generator Loss: 2.5060 Epoch 2/2... Discriminator Loss: 1.4847... Generator Loss: 0.5653 Epoch 2/2... Discriminator Loss: 0.8128... Generator Loss: 1.0943 Epoch 2/2... Discriminator Loss: 0.7593... Generator Loss: 1.9011 Epoch 2/2... Discriminator Loss: 0.8107... Generator Loss: 1.1812 Epoch 2/2... Discriminator Loss: 0.8859... Generator Loss: 1.0928 Epoch 2/2... Discriminator Loss: 0.6324... Generator Loss: 1.8676 Epoch 2/2... Discriminator Loss: 0.5560... Generator Loss: 1.8472 Epoch 2/2... Discriminator Loss: 0.9631... Generator Loss: 0.8927 Epoch 2/2... Discriminator Loss: 0.7315... Generator Loss: 1.3531 Epoch 2/2... Discriminator Loss: 0.8716... Generator Loss: 1.0450 Epoch 2/2... Discriminator Loss: 0.7873... Generator Loss: 1.0855 Epoch 2/2... Discriminator Loss: 0.8013... Generator Loss: 1.1393 Epoch 2/2... Discriminator Loss: 0.8131... Generator Loss: 1.1704 Epoch 2/2... Discriminator Loss: 0.7149... Generator Loss: 1.2501 Epoch 2/2... Discriminator Loss: 0.6191... Generator Loss: 1.6365 Epoch 2/2... Discriminator Loss: 1.0447... Generator Loss: 0.7982 Epoch 2/2... Discriminator Loss: 0.6932... Generator Loss: 1.6861 Epoch 2/2... Discriminator Loss: 0.6665... Generator Loss: 1.3576 Epoch 2/2... Discriminator Loss: 1.3149... Generator Loss: 0.6730 Epoch 2/2... Discriminator Loss: 0.5816... Generator Loss: 1.7198 Epoch 2/2... Discriminator Loss: 0.7172... Generator Loss: 1.3420 Epoch 2/2... Discriminator Loss: 0.4910... Generator Loss: 2.1622 Epoch 2/2... Discriminator Loss: 0.5605... Generator Loss: 1.8813 Epoch 2/2... Discriminator Loss: 0.6464... Generator Loss: 1.5045 Epoch 2/2... Discriminator Loss: 0.6325... Generator Loss: 1.4509 Epoch 2/2... Discriminator Loss: 0.6538... Generator Loss: 1.4432 Epoch 2/2... Discriminator Loss: 0.4348... Generator Loss: 2.6464 Epoch 2/2... Discriminator Loss: 0.5249... Generator Loss: 1.7823 Epoch 2/2... Discriminator Loss: 0.6494... Generator Loss: 1.4194 Epoch 2/2... Discriminator Loss: 0.5188... Generator Loss: 1.7790 Epoch 2/2... Discriminator Loss: 0.5799... Generator Loss: 1.6315 Epoch 2/2... Discriminator Loss: 0.6510... Generator Loss: 1.4365 Epoch 2/2... Discriminator Loss: 0.5751... Generator Loss: 1.6004 Epoch 2/2... Discriminator Loss: 0.5652... Generator Loss: 1.7543 Epoch 2/2... Discriminator Loss: 0.6238... Generator Loss: 1.4118 Epoch 2/2... Discriminator Loss: 1.0878... Generator Loss: 0.8914 Epoch 2/2... Discriminator Loss: 0.6684... Generator Loss: 1.8235 Epoch 2/2... Discriminator Loss: 0.4752... Generator Loss: 2.0684 Epoch 2/2... Discriminator Loss: 0.9659... Generator Loss: 1.0307 Epoch 2/2... Discriminator Loss: 0.8479... Generator Loss: 1.0440 Epoch 2/2... Discriminator Loss: 0.7876... Generator Loss: 1.1095 Epoch 2/2... Discriminator Loss: 0.6455... Generator Loss: 1.5748 Epoch 2/2... Discriminator Loss: 0.9236... Generator Loss: 0.9499 Epoch 2/2... Discriminator Loss: 0.6438... Generator Loss: 1.4282 Epoch 2/2... Discriminator Loss: 0.6570... Generator Loss: 1.4912 Epoch 2/2... Discriminator Loss: 0.7228... Generator Loss: 1.3741 Epoch 2/2... Discriminator Loss: 1.6108... Generator Loss: 0.4924 Epoch 2/2... Discriminator Loss: 0.8107... Generator Loss: 1.5898 Epoch 2/2... Discriminator Loss: 1.1699... Generator Loss: 0.7558 Epoch 2/2... Discriminator Loss: 0.6741... Generator Loss: 1.8765 Epoch 2/2... Discriminator Loss: 0.7834... Generator Loss: 1.1678 Epoch 2/2... Discriminator Loss: 0.5721... Generator Loss: 2.0476 Epoch 2/2... Discriminator Loss: 1.4122... Generator Loss: 0.6464 Epoch 2/2... Discriminator Loss: 1.2917... Generator Loss: 2.8297 Epoch 2/2... Discriminator Loss: 1.9051... Generator Loss: 0.5306 Epoch 2/2... Discriminator Loss: 0.7745... Generator Loss: 1.1960 Epoch 2/2... Discriminator Loss: 0.7790... Generator Loss: 2.3517
Epoch 2/2... Discriminator Loss: 0.9591... Generator Loss: 0.9888 Epoch 2/2... Discriminator Loss: 0.6285... Generator Loss: 2.3059 Epoch 2/2... Discriminator Loss: 0.8433... Generator Loss: 1.0476 Epoch 2/2... Discriminator Loss: 0.6933... Generator Loss: 1.5110 Epoch 2/2... Discriminator Loss: 0.7676... Generator Loss: 1.2079 Epoch 2/2... Discriminator Loss: 0.8437... Generator Loss: 1.0908 Epoch 2/2... Discriminator Loss: 0.6699... Generator Loss: 2.3270 Epoch 2/2... Discriminator Loss: 1.9299... Generator Loss: 0.5312 Epoch 2/2... Discriminator Loss: 0.8442... Generator Loss: 2.6269 Epoch 2/2... Discriminator Loss: 2.9628... Generator Loss: 0.3555 Epoch 2/2... Discriminator Loss: 0.9120... Generator Loss: 3.1108 Epoch 2/2... Discriminator Loss: 0.7264... Generator Loss: 1.2823 Epoch 2/2... Discriminator Loss: 0.6234... Generator Loss: 1.6115 Epoch 2/2... Discriminator Loss: 0.7741... Generator Loss: 1.1904 Epoch 2/2... Discriminator Loss: 0.7708... Generator Loss: 1.2073 Epoch 2/2... Discriminator Loss: 0.5628... Generator Loss: 1.8583 Epoch 2/2... Discriminator Loss: 0.7755... Generator Loss: 1.2800 Epoch 2/2... Discriminator Loss: 0.7697... Generator Loss: 1.1969 Epoch 2/2... Discriminator Loss: 1.5363... Generator Loss: 0.5424 Epoch 2/2... Discriminator Loss: 0.5411... Generator Loss: 2.0391 Epoch 2/2... Discriminator Loss: 0.5864... Generator Loss: 2.1988 Epoch 2/2... Discriminator Loss: 0.7624... Generator Loss: 1.2203 Epoch 2/2... Discriminator Loss: 0.7369... Generator Loss: 1.2372 Epoch 2/2... Discriminator Loss: 0.9283... Generator Loss: 0.9676 Epoch 2/2... Discriminator Loss: 0.6351... Generator Loss: 1.5125 Epoch 2/2... Discriminator Loss: 0.5344... Generator Loss: 1.9057 Epoch 2/2... Discriminator Loss: 0.7063... Generator Loss: 1.2890 Epoch 2/2... Discriminator Loss: 0.5921... Generator Loss: 1.6291 Epoch 2/2... Discriminator Loss: 0.4821... Generator Loss: 2.0903 Epoch 2/2... Discriminator Loss: 0.4387... Generator Loss: 2.5818 Epoch 2/2... Discriminator Loss: 0.6063... Generator Loss: 1.5422 Epoch 2/2... Discriminator Loss: 1.4759... Generator Loss: 0.5919 Epoch 2/2... Discriminator Loss: 1.0023... Generator Loss: 0.8226 Epoch 2/2... Discriminator Loss: 0.7547... Generator Loss: 1.7919 Epoch 2/2... Discriminator Loss: 1.1307... Generator Loss: 0.7894 Epoch 2/2... Discriminator Loss: 0.7199... Generator Loss: 2.4217 Epoch 2/2... Discriminator Loss: 1.5016... Generator Loss: 0.7947 Epoch 2/2... Discriminator Loss: 1.0718... Generator Loss: 3.6273 Epoch 2/2... Discriminator Loss: 0.8991... Generator Loss: 1.0555 Epoch 2/2... Discriminator Loss: 0.8190... Generator Loss: 1.0466 Epoch 2/2... Discriminator Loss: 0.7686... Generator Loss: 1.6234 Epoch 2/2... Discriminator Loss: 1.6004... Generator Loss: 0.5717 Epoch 2/2... Discriminator Loss: 0.8917... Generator Loss: 1.3320 Epoch 2/2... Discriminator Loss: 0.7804... Generator Loss: 1.3527 Epoch 2/2... Discriminator Loss: 0.9576... Generator Loss: 0.9940 Epoch 2/2... Discriminator Loss: 0.8630... Generator Loss: 1.0508 Epoch 2/2... Discriminator Loss: 1.1225... Generator Loss: 0.7088 Epoch 2/2... Discriminator Loss: 0.5942... Generator Loss: 1.6661 Epoch 2/2... Discriminator Loss: 0.4658... Generator Loss: 2.2061 Epoch 2/2... Discriminator Loss: 0.7057... Generator Loss: 1.2349 Epoch 2/2... Discriminator Loss: 0.7081... Generator Loss: 1.3412 Epoch 2/2... Discriminator Loss: 0.4155... Generator Loss: 2.7632 Epoch 2/2... Discriminator Loss: 0.6377... Generator Loss: 1.5486 Epoch 2/2... Discriminator Loss: 0.8019... Generator Loss: 1.1748 Epoch 2/2... Discriminator Loss: 0.5827... Generator Loss: 1.8254 Epoch 2/2... Discriminator Loss: 0.4862... Generator Loss: 2.2523 Epoch 2/2... Discriminator Loss: 2.4096... Generator Loss: 0.3767 Epoch 2/2... Discriminator Loss: 0.6758... Generator Loss: 1.5615 Epoch 2/2... Discriminator Loss: 0.7502... Generator Loss: 2.3704 Epoch 2/2... Discriminator Loss: 2.4954... Generator Loss: 0.3983 Epoch 2/2... Discriminator Loss: 0.6244... Generator Loss: 2.9362 Epoch 2/2... Discriminator Loss: 1.5021... Generator Loss: 0.5984 Epoch 2/2... Discriminator Loss: 0.9742... Generator Loss: 3.0485 Epoch 2/2... Discriminator Loss: 1.1958... Generator Loss: 1.0279 Epoch 2/2... Discriminator Loss: 0.6582... Generator Loss: 1.5685 Epoch 2/2... Discriminator Loss: 0.7371... Generator Loss: 2.2964 Epoch 2/2... Discriminator Loss: 0.5473... Generator Loss: 1.7616 Epoch 2/2... Discriminator Loss: 0.7484... Generator Loss: 1.2572 Epoch 2/2... Discriminator Loss: 0.6340... Generator Loss: 1.6126 Epoch 2/2... Discriminator Loss: 0.5187... Generator Loss: 1.9569 Epoch 2/2... Discriminator Loss: 1.6416... Generator Loss: 0.6134 Epoch 2/2... Discriminator Loss: 1.7032... Generator Loss: 0.4872 Epoch 2/2... Discriminator Loss: 1.5118... Generator Loss: 4.0004 Epoch 2/2... Discriminator Loss: 1.3376... Generator Loss: 1.3174 Epoch 2/2... Discriminator Loss: 0.5086... Generator Loss: 2.4086 Epoch 2/2... Discriminator Loss: 0.5045... Generator Loss: 2.3390 Epoch 2/2... Discriminator Loss: 1.3005... Generator Loss: 0.8046 Epoch 2/2... Discriminator Loss: 0.6661... Generator Loss: 2.7837 Epoch 2/2... Discriminator Loss: 0.7817... Generator Loss: 1.3353 Epoch 2/2... Discriminator Loss: 0.6061... Generator Loss: 1.7123 Epoch 2/2... Discriminator Loss: 0.5082... Generator Loss: 2.0307 Epoch 2/2... Discriminator Loss: 0.5963... Generator Loss: 1.7030 Epoch 2/2... Discriminator Loss: 0.4911... Generator Loss: 2.0673 Epoch 2/2... Discriminator Loss: 0.4556... Generator Loss: 2.2821 Epoch 2/2... Discriminator Loss: 0.9515... Generator Loss: 0.9797 Epoch 2/2... Discriminator Loss: 0.6433... Generator Loss: 1.5375 Epoch 2/2... Discriminator Loss: 0.6151... Generator Loss: 1.6533 Epoch 2/2... Discriminator Loss: 1.2898... Generator Loss: 0.7939 Epoch 2/2... Discriminator Loss: 0.5266... Generator Loss: 2.1702 Epoch 2/2... Discriminator Loss: 1.1351... Generator Loss: 0.8520 Epoch 2/2... Discriminator Loss: 2.9010... Generator Loss: 0.4539 Epoch 2/2... Discriminator Loss: 2.7744... Generator Loss: 4.3613 Epoch 2/2... Discriminator Loss: 3.5132... Generator Loss: 0.5463 Epoch 2/2... Discriminator Loss: 1.2979... Generator Loss: 4.8562 Epoch 2/2... Discriminator Loss: 1.6050... Generator Loss: 0.5916 Epoch 2/2... Discriminator Loss: 0.8057... Generator Loss: 2.7128 Epoch 2/2... Discriminator Loss: 0.5987... Generator Loss: 2.2904 Epoch 2/2... Discriminator Loss: 0.6597... Generator Loss: 1.6026 Epoch 2/2... Discriminator Loss: 0.9682... Generator Loss: 0.9244 Epoch 2/2... Discriminator Loss: 0.9524... Generator Loss: 1.0207
Epoch 2/2... Discriminator Loss: 1.2077... Generator Loss: 1.6430 Epoch 2/2... Discriminator Loss: 1.4339... Generator Loss: 0.6907 Epoch 2/2... Discriminator Loss: 0.8218... Generator Loss: 1.4132 Epoch 2/2... Discriminator Loss: 0.6874... Generator Loss: 1.5373 Epoch 2/2... Discriminator Loss: 0.9470... Generator Loss: 0.9597 Epoch 2/2... Discriminator Loss: 0.6533... Generator Loss: 1.4793 Epoch 2/2... Discriminator Loss: 1.1355... Generator Loss: 2.0624 Epoch 2/2... Discriminator Loss: 0.9629... Generator Loss: 0.9306 Epoch 2/2... Discriminator Loss: 0.9321... Generator Loss: 2.6568 Epoch 2/2... Discriminator Loss: 1.2628... Generator Loss: 0.9894 Epoch 2/2... Discriminator Loss: 0.7543... Generator Loss: 1.6323 Epoch 2/2... Discriminator Loss: 0.5593... Generator Loss: 2.7640 Epoch 2/2... Discriminator Loss: 1.4745... Generator Loss: 0.6359 Epoch 2/2... Discriminator Loss: 0.9351... Generator Loss: 1.0831 Epoch 2/2... Discriminator Loss: 1.1063... Generator Loss: 0.8687 Epoch 2/2... Discriminator Loss: 1.0664... Generator Loss: 1.3652 Epoch 2/2... Discriminator Loss: 1.2877... Generator Loss: 0.6691 Epoch 2/2... Discriminator Loss: 1.0693... Generator Loss: 0.9142 Epoch 2/2... Discriminator Loss: 0.7245... Generator Loss: 1.5375 Epoch 2/2... Discriminator Loss: 1.5954... Generator Loss: 0.5065 Epoch 2/2... Discriminator Loss: 1.0102... Generator Loss: 2.1269 Epoch 2/2... Discriminator Loss: 0.6921... Generator Loss: 1.4501 Epoch 2/2... Discriminator Loss: 1.1535... Generator Loss: 0.8347 Epoch 2/2... Discriminator Loss: 1.0672... Generator Loss: 1.9721 Epoch 2/2... Discriminator Loss: 1.4503... Generator Loss: 0.6314 Epoch 2/2... Discriminator Loss: 0.8410... Generator Loss: 2.3037 Epoch 2/2... Discriminator Loss: 0.8614... Generator Loss: 1.0747 Epoch 2/2... Discriminator Loss: 0.6935... Generator Loss: 1.4637 Epoch 2/2... Discriminator Loss: 0.7874... Generator Loss: 1.2485 Epoch 2/2... Discriminator Loss: 0.9198... Generator Loss: 0.8987 Epoch 2/2... Discriminator Loss: 0.6913... Generator Loss: 1.5815 Epoch 2/2... Discriminator Loss: 0.5348... Generator Loss: 2.3371 Epoch 2/2... Discriminator Loss: 1.0586... Generator Loss: 0.8905 Epoch 2/2... Discriminator Loss: 1.1844... Generator Loss: 0.7029 Epoch 2/2... Discriminator Loss: 1.0362... Generator Loss: 2.6917 Epoch 2/2... Discriminator Loss: 1.0503... Generator Loss: 1.1337 Epoch 2/2... Discriminator Loss: 0.9222... Generator Loss: 0.9819 Epoch 2/2... Discriminator Loss: 0.7174... Generator Loss: 1.3177 Epoch 2/2... Discriminator Loss: 1.2547... Generator Loss: 0.6983 Epoch 2/2... Discriminator Loss: 0.6247... Generator Loss: 1.7195 Epoch 2/2... Discriminator Loss: 1.3862... Generator Loss: 0.6485 Epoch 2/2... Discriminator Loss: 0.7780... Generator Loss: 1.1504 Epoch 2/2... Discriminator Loss: 1.0880... Generator Loss: 0.8864 Epoch 2/2... Discriminator Loss: 1.3205... Generator Loss: 0.6310 Epoch 2/2... Discriminator Loss: 0.8892... Generator Loss: 1.6931 Epoch 2/2... Discriminator Loss: 0.9493... Generator Loss: 1.1513 Epoch 2/2... Discriminator Loss: 0.9424... Generator Loss: 0.9622 Epoch 2/2... Discriminator Loss: 1.1498... Generator Loss: 1.9577 Epoch 2/2... Discriminator Loss: 0.6813... Generator Loss: 1.5020 Epoch 2/2... Discriminator Loss: 0.6781... Generator Loss: 1.4128 Epoch 2/2... Discriminator Loss: 0.5880... Generator Loss: 1.5979 Epoch 2/2... Discriminator Loss: 0.6790... Generator Loss: 1.4078 Epoch 2/2... Discriminator Loss: 0.9189... Generator Loss: 0.9881 Epoch 2/2... Discriminator Loss: 0.6665... Generator Loss: 1.5381 Epoch 2/2... Discriminator Loss: 1.0846... Generator Loss: 0.8375 Epoch 2/2... Discriminator Loss: 0.7512... Generator Loss: 1.1955 Epoch 2/2... Discriminator Loss: 1.4242... Generator Loss: 0.5891 Epoch 2/2... Discriminator Loss: 0.7382... Generator Loss: 1.4946 Epoch 2/2... Discriminator Loss: 0.6719... Generator Loss: 1.4770 Epoch 2/2... Discriminator Loss: 1.2469... Generator Loss: 0.7235 Epoch 2/2... Discriminator Loss: 0.7334... Generator Loss: 1.2357 Epoch 2/2... Discriminator Loss: 1.0923... Generator Loss: 0.8097 Epoch 2/2... Discriminator Loss: 0.6120... Generator Loss: 2.2267 Epoch 2/2... Discriminator Loss: 0.8499... Generator Loss: 1.1143 Epoch 2/2... Discriminator Loss: 0.6562... Generator Loss: 1.6863 Epoch 2/2... Discriminator Loss: 0.7794... Generator Loss: 1.1187 Epoch 2/2... Discriminator Loss: 0.5557... Generator Loss: 1.7285 Epoch 2/2... Discriminator Loss: 0.6618... Generator Loss: 1.4913 Epoch 2/2... Discriminator Loss: 0.6367... Generator Loss: 1.4898 Epoch 2/2... Discriminator Loss: 0.6663... Generator Loss: 1.6478 Epoch 2/2... Discriminator Loss: 1.0747... Generator Loss: 0.8194 Epoch 2/2... Discriminator Loss: 0.6615... Generator Loss: 1.4826 Epoch 2/2... Discriminator Loss: 0.8407... Generator Loss: 1.1124 Epoch 2/2... Discriminator Loss: 0.7108... Generator Loss: 1.2344 Epoch 2/2... Discriminator Loss: 0.6688... Generator Loss: 1.3920 Epoch 2/2... Discriminator Loss: 0.6708... Generator Loss: 1.3949 Epoch 2/2... Discriminator Loss: 1.2402... Generator Loss: 0.6873 Epoch 2/2... Discriminator Loss: 0.7537... Generator Loss: 1.1656 Epoch 2/2... Discriminator Loss: 0.7390... Generator Loss: 1.3599 Epoch 2/2... Discriminator Loss: 0.6043... Generator Loss: 1.5205 Epoch 2/2... Discriminator Loss: 0.7132... Generator Loss: 1.2598 Epoch 2/2... Discriminator Loss: 0.6399... Generator Loss: 1.4404 Epoch 2/2... Discriminator Loss: 0.5752... Generator Loss: 2.5833 Epoch 2/2... Discriminator Loss: 0.6326... Generator Loss: 1.5001 Epoch 2/2... Discriminator Loss: 1.0330... Generator Loss: 0.8526 Epoch 2/2... Discriminator Loss: 0.6981... Generator Loss: 1.7543 Epoch 2/2... Discriminator Loss: 1.0593... Generator Loss: 0.8883 Epoch 2/2... Discriminator Loss: 0.6396... Generator Loss: 1.6895 Epoch 2/2... Discriminator Loss: 0.9679... Generator Loss: 0.8708 Epoch 2/2... Discriminator Loss: 0.7682... Generator Loss: 1.3035 Epoch 2/2... Discriminator Loss: 0.8792... Generator Loss: 1.0278 Epoch 2/2... Discriminator Loss: 0.6112... Generator Loss: 1.8248 Epoch 2/2... Discriminator Loss: 0.7261... Generator Loss: 1.3740 Epoch 2/2... Discriminator Loss: 0.6939... Generator Loss: 1.2777 Epoch 2/2... Discriminator Loss: 0.6298... Generator Loss: 1.8900 Epoch 2/2... Discriminator Loss: 0.5906... Generator Loss: 1.6167 Epoch 2/2... Discriminator Loss: 0.6832... Generator Loss: 1.3776 Epoch 2/2... Discriminator Loss: 1.2575... Generator Loss: 0.6975 Epoch 2/2... Discriminator Loss: 0.7593... Generator Loss: 1.4446 Epoch 2/2... Discriminator Loss: 1.0906... Generator Loss: 0.7797
Epoch 2/2... Discriminator Loss: 2.4034... Generator Loss: 3.8525 Epoch 2/2... Discriminator Loss: 0.7421... Generator Loss: 1.5774 Epoch 2/2... Discriminator Loss: 0.8402... Generator Loss: 1.0700 Epoch 2/2... Discriminator Loss: 1.0435... Generator Loss: 2.5689 Epoch 2/2... Discriminator Loss: 2.0884... Generator Loss: 0.4793 Epoch 2/2... Discriminator Loss: 1.5558... Generator Loss: 3.5999 Epoch 2/2... Discriminator Loss: 1.0455... Generator Loss: 0.9859 Epoch 2/2... Discriminator Loss: 0.8007... Generator Loss: 1.2588 Epoch 2/2... Discriminator Loss: 0.6980... Generator Loss: 2.1283 Epoch 2/2... Discriminator Loss: 1.2139... Generator Loss: 0.7865 Epoch 2/2... Discriminator Loss: 0.6330... Generator Loss: 1.9321 Epoch 2/2... Discriminator Loss: 0.7514... Generator Loss: 1.2915 Epoch 2/2... Discriminator Loss: 1.2191... Generator Loss: 0.7334 Epoch 2/2... Discriminator Loss: 0.9705... Generator Loss: 1.9767 Epoch 2/2... Discriminator Loss: 0.9664... Generator Loss: 0.8361 Epoch 2/2... Discriminator Loss: 0.7919... Generator Loss: 1.4014 Epoch 2/2... Discriminator Loss: 0.7457... Generator Loss: 1.3218 Epoch 2/2... Discriminator Loss: 0.8445... Generator Loss: 1.1835 Epoch 2/2... Discriminator Loss: 0.7820... Generator Loss: 1.1284 Epoch 2/2... Discriminator Loss: 0.8034... Generator Loss: 1.2597 Epoch 2/2... Discriminator Loss: 0.9904... Generator Loss: 1.0072 Epoch 2/2... Discriminator Loss: 0.8600... Generator Loss: 2.0797 Epoch 2/2... Discriminator Loss: 0.9948... Generator Loss: 0.9327 Epoch 2/2... Discriminator Loss: 1.1331... Generator Loss: 0.7132 Epoch 2/2... Discriminator Loss: 0.6241... Generator Loss: 1.6843 Epoch 2/2... Discriminator Loss: 0.8441... Generator Loss: 1.2518 Epoch 2/2... Discriminator Loss: 1.1460... Generator Loss: 0.7766 Epoch 2/2... Discriminator Loss: 0.7800... Generator Loss: 1.1118 Epoch 2/2... Discriminator Loss: 0.7078... Generator Loss: 1.4210 Epoch 2/2... Discriminator Loss: 0.9638... Generator Loss: 0.9353 Epoch 2/2... Discriminator Loss: 0.7851... Generator Loss: 1.1344 Epoch 2/2... Discriminator Loss: 0.8034... Generator Loss: 1.0870 Epoch 2/2... Discriminator Loss: 0.7594... Generator Loss: 1.3154 Epoch 2/2... Discriminator Loss: 0.6050... Generator Loss: 1.5465 Epoch 2/2... Discriminator Loss: 0.8228... Generator Loss: 1.0966 Epoch 2/2... Discriminator Loss: 1.2622... Generator Loss: 0.6552 Epoch 2/2... Discriminator Loss: 0.9138... Generator Loss: 2.4538 Epoch 2/2... Discriminator Loss: 0.4813... Generator Loss: 2.1064 Epoch 2/2... Discriminator Loss: 1.7029... Generator Loss: 0.5007 Epoch 2/2... Discriminator Loss: 0.6073... Generator Loss: 1.6462 Epoch 2/2... Discriminator Loss: 0.6566... Generator Loss: 1.8145 Epoch 2/2... Discriminator Loss: 0.6238... Generator Loss: 1.5177 Epoch 2/2... Discriminator Loss: 0.6797... Generator Loss: 1.4026 Epoch 2/2... Discriminator Loss: 0.8450... Generator Loss: 1.0200 Epoch 2/2... Discriminator Loss: 0.5544... Generator Loss: 1.8117 Epoch 2/2... Discriminator Loss: 0.5290... Generator Loss: 2.1699 Epoch 2/2... Discriminator Loss: 0.8639... Generator Loss: 1.1205 Epoch 2/2... Discriminator Loss: 0.7048... Generator Loss: 1.4576 Epoch 2/2... Discriminator Loss: 0.8563... Generator Loss: 1.0218 Epoch 2/2... Discriminator Loss: 0.6514... Generator Loss: 1.4602 Epoch 2/2... Discriminator Loss: 0.7781... Generator Loss: 1.1179
CelebA¶
在 CelebA 上运行你的 GANs 模型。在一般的GPU上运行每次迭代大约需要 20 分钟。你可以运行整个迭代，或者当 GANs 开始产生真实人脸图像时停止它。
In [25]:
batch_size = 32
z_dim = 100
learning_rate = 0.0002
beta1 = 0.5
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
Epoch 1/1... Discriminator Loss: 3.3224... Generator Loss: 0.3494 Epoch 1/1... Discriminator Loss: 1.9881... Generator Loss: 0.4140 Epoch 1/1... Discriminator Loss: 1.8676... Generator Loss: 0.4328 Epoch 1/1... Discriminator Loss: 1.4726... Generator Loss: 0.5730 Epoch 1/1... Discriminator Loss: 1.3195... Generator Loss: 0.6115 Epoch 1/1... Discriminator Loss: 1.1454... Generator Loss: 0.7816 Epoch 1/1... Discriminator Loss: 1.2523... Generator Loss: 0.7512 Epoch 1/1... Discriminator Loss: 1.0439... Generator Loss: 0.8708 Epoch 1/1... Discriminator Loss: 0.6661... Generator Loss: 1.7788 Epoch 1/1... Discriminator Loss: 0.8871... Generator Loss: 1.2068 Epoch 1/1... Discriminator Loss: 0.8879... Generator Loss: 1.0678 Epoch 1/1... Discriminator Loss: 0.8208... Generator Loss: 1.2830 Epoch 1/1... Discriminator Loss: 1.0979... Generator Loss: 0.8736 Epoch 1/1... Discriminator Loss: 0.6095... Generator Loss: 2.5370 Epoch 1/1... Discriminator Loss: 0.5612... Generator Loss: 2.0383 Epoch 1/1... Discriminator Loss: 0.6386... Generator Loss: 1.5816 Epoch 1/1... Discriminator Loss: 0.9301... Generator Loss: 1.0121 Epoch 1/1... Discriminator Loss: 0.4998... Generator Loss: 2.8038 Epoch 1/1... Discriminator Loss: 0.9216... Generator Loss: 1.2228 Epoch 1/1... Discriminator Loss: 0.6325... Generator Loss: 1.8320 Epoch 1/1... Discriminator Loss: 0.5395... Generator Loss: 2.1616 Epoch 1/1... Discriminator Loss: 0.7503... Generator Loss: 1.4075 Epoch 1/1... Discriminator Loss: 0.9244... Generator Loss: 1.0585 Epoch 1/1... Discriminator Loss: 0.5010... Generator Loss: 2.7695 Epoch 1/1... Discriminator Loss: 0.6790... Generator Loss: 1.6594 Epoch 1/1... Discriminator Loss: 0.7749... Generator Loss: 1.4287 Epoch 1/1... Discriminator Loss: 0.4936... Generator Loss: 2.4441 Epoch 1/1... Discriminator Loss: 0.4753... Generator Loss: 2.5879 Epoch 1/1... Discriminator Loss: 0.5747... Generator Loss: 1.9144 Epoch 1/1... Discriminator Loss: 1.0509... Generator Loss: 0.8781 Epoch 1/1... Discriminator Loss: 0.5162... Generator Loss: 3.0805 Epoch 1/1... Discriminator Loss: 0.8074... Generator Loss: 1.3706 Epoch 1/1... Discriminator Loss: 0.8183... Generator Loss: 1.1109 Epoch 1/1... Discriminator Loss: 0.5781... Generator Loss: 3.1020 Epoch 1/1... Discriminator Loss: 1.2176... Generator Loss: 0.7220 Epoch 1/1... Discriminator Loss: 0.7471... Generator Loss: 3.3364 Epoch 1/1... Discriminator Loss: 2.5727... Generator Loss: 0.3741 Epoch 1/1... Discriminator Loss: 1.8037... Generator Loss: 5.9024 Epoch 1/1... Discriminator Loss: 0.9148... Generator Loss: 1.2082 Epoch 1/1... Discriminator Loss: 1.8798... Generator Loss: 0.4776 Epoch 1/1... Discriminator Loss: 0.8517... Generator Loss: 3.5147 Epoch 1/1... Discriminator Loss: 1.7324... Generator Loss: 0.5478 Epoch 1/1... Discriminator Loss: 0.7886... Generator Loss: 2.4367 Epoch 1/1... Discriminator Loss: 1.1973... Generator Loss: 0.8401 Epoch 1/1... Discriminator Loss: 0.9832... Generator Loss: 1.0237 Epoch 1/1... Discriminator Loss: 0.9964... Generator Loss: 0.9856 Epoch 1/1... Discriminator Loss: 0.7957... Generator Loss: 1.3137 Epoch 1/1... Discriminator Loss: 0.9003... Generator Loss: 1.0582 Epoch 1/1... Discriminator Loss: 1.3676... Generator Loss: 0.5727 Epoch 1/1... Discriminator Loss: 0.7576... Generator Loss: 2.2104 Epoch 1/1... Discriminator Loss: 1.9548... Generator Loss: 0.4119 Epoch 1/1... Discriminator Loss: 1.2439... Generator Loss: 3.4532 Epoch 1/1... Discriminator Loss: 0.8798... Generator Loss: 1.1666 Epoch 1/1... Discriminator Loss: 1.0378... Generator Loss: 0.9739 Epoch 1/1... Discriminator Loss: 0.8941... Generator Loss: 1.2156 Epoch 1/1... Discriminator Loss: 1.2271... Generator Loss: 0.7514 Epoch 1/1... Discriminator Loss: 0.8596... Generator Loss: 2.1590 Epoch 1/1... Discriminator Loss: 1.7498... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 0.9433... Generator Loss: 2.6232 Epoch 1/1... Discriminator Loss: 0.7456... Generator Loss: 1.7732 Epoch 1/1... Discriminator Loss: 1.4250... Generator Loss: 0.7330 Epoch 1/1... Discriminator Loss: 0.6535... Generator Loss: 2.2601 Epoch 1/1... Discriminator Loss: 0.9108... Generator Loss: 1.1501 Epoch 1/1... Discriminator Loss: 0.7959... Generator Loss: 1.2363 Epoch 1/1... Discriminator Loss: 1.2047... Generator Loss: 0.8481 Epoch 1/1... Discriminator Loss: 0.7079... Generator Loss: 1.9608 Epoch 1/1... Discriminator Loss: 0.8274... Generator Loss: 1.0728 Epoch 1/1... Discriminator Loss: 1.1751... Generator Loss: 0.7689 Epoch 1/1... Discriminator Loss: 0.7052... Generator Loss: 1.7823 Epoch 1/1... Discriminator Loss: 1.4053... Generator Loss: 0.5659 Epoch 1/1... Discriminator Loss: 0.7183... Generator Loss: 2.4913 Epoch 1/1... Discriminator Loss: 1.0714... Generator Loss: 0.9419 Epoch 1/1... Discriminator Loss: 0.8291... Generator Loss: 1.2676 Epoch 1/1... Discriminator Loss: 0.7376... Generator Loss: 1.4930 Epoch 1/1... Discriminator Loss: 0.9750... Generator Loss: 0.9343 Epoch 1/1... Discriminator Loss: 0.7313... Generator Loss: 1.5207 Epoch 1/1... Discriminator Loss: 0.8779... Generator Loss: 1.0887 Epoch 1/1... Discriminator Loss: 1.0144... Generator Loss: 0.9111 Epoch 1/1... Discriminator Loss: 0.8578... Generator Loss: 2.0324 Epoch 1/1... Discriminator Loss: 2.0519... Generator Loss: 0.3937 Epoch 1/1... Discriminator Loss: 2.1141... Generator Loss: 5.0318 Epoch 1/1... Discriminator Loss: 1.5250... Generator Loss: 0.6655 Epoch 1/1... Discriminator Loss: 0.8051... Generator Loss: 1.2670 Epoch 1/1... Discriminator Loss: 0.6655... Generator Loss: 1.9231 Epoch 1/1... Discriminator Loss: 0.8162... Generator Loss: 1.2122 Epoch 1/1... Discriminator Loss: 0.8458... Generator Loss: 1.1416 Epoch 1/1... Discriminator Loss: 0.9931... Generator Loss: 0.9798 Epoch 1/1... Discriminator Loss: 0.8586... Generator Loss: 1.3135 Epoch 1/1... Discriminator Loss: 1.0404... Generator Loss: 0.8221 Epoch 1/1... Discriminator Loss: 0.7449... Generator Loss: 1.7905 Epoch 1/1... Discriminator Loss: 0.8927... Generator Loss: 0.9862 Epoch 1/1... Discriminator Loss: 0.7469... Generator Loss: 1.6700 Epoch 1/1... Discriminator Loss: 0.6669... Generator Loss: 1.8557 Epoch 1/1... Discriminator Loss: 1.0538... Generator Loss: 0.8194 Epoch 1/1... Discriminator Loss: 0.8764... Generator Loss: 1.0677 Epoch 1/1... Discriminator Loss: 0.8334... Generator Loss: 1.6904 Epoch 1/1... Discriminator Loss: 0.8167... Generator Loss: 1.1625 Epoch 1/1... Discriminator Loss: 0.5937... Generator Loss: 1.9139 Epoch 1/1... Discriminator Loss: 1.4603... Generator Loss: 0.5801
Epoch 1/1... Discriminator Loss: 1.4864... Generator Loss: 4.1817 Epoch 1/1... Discriminator Loss: 1.5830... Generator Loss: 0.5800 Epoch 1/1... Discriminator Loss: 0.6350... Generator Loss: 1.8442 Epoch 1/1... Discriminator Loss: 0.6128... Generator Loss: 2.5578 Epoch 1/1... Discriminator Loss: 1.2575... Generator Loss: 0.7851 Epoch 1/1... Discriminator Loss: 0.6496... Generator Loss: 2.1995 Epoch 1/1... Discriminator Loss: 0.8499... Generator Loss: 1.1841 Epoch 1/1... Discriminator Loss: 0.8818... Generator Loss: 1.0856 Epoch 1/1... Discriminator Loss: 0.7898... Generator Loss: 1.8763 Epoch 1/1... Discriminator Loss: 1.0560... Generator Loss: 0.7792 Epoch 1/1... Discriminator Loss: 0.9033... Generator Loss: 1.4162 Epoch 1/1... Discriminator Loss: 0.6708... Generator Loss: 1.8800 Epoch 1/1... Discriminator Loss: 2.2093... Generator Loss: 0.3801 Epoch 1/1... Discriminator Loss: 1.4943... Generator Loss: 5.3694 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.6939 Epoch 1/1... Discriminator Loss: 0.9181... Generator Loss: 1.0314 Epoch 1/1... Discriminator Loss: 0.7826... Generator Loss: 3.0577 Epoch 1/1... Discriminator Loss: 1.2594... Generator Loss: 0.7188 Epoch 1/1... Discriminator Loss: 0.5908... Generator Loss: 2.8176 Epoch 1/1... Discriminator Loss: 0.6700... Generator Loss: 1.5702 Epoch 1/1... Discriminator Loss: 0.8125... Generator Loss: 1.1521 Epoch 1/1... Discriminator Loss: 0.7583... Generator Loss: 1.6701 Epoch 1/1... Discriminator Loss: 0.6258... Generator Loss: 1.7331 Epoch 1/1... Discriminator Loss: 0.5982... Generator Loss: 1.6884 Epoch 1/1... Discriminator Loss: 0.7449... Generator Loss: 1.2731 Epoch 1/1... Discriminator Loss: 0.6273... Generator Loss: 1.8320 Epoch 1/1... Discriminator Loss: 0.5493... Generator Loss: 2.7725 Epoch 1/1... Discriminator Loss: 0.5897... Generator Loss: 1.6834 Epoch 1/1... Discriminator Loss: 0.6276... Generator Loss: 1.6185 Epoch 1/1... Discriminator Loss: 0.6397... Generator Loss: 1.6241 Epoch 1/1... Discriminator Loss: 0.6148... Generator Loss: 1.8871 Epoch 1/1... Discriminator Loss: 0.5247... Generator Loss: 2.1121 Epoch 1/1... Discriminator Loss: 0.5852... Generator Loss: 1.9198 Epoch 1/1... Discriminator Loss: 0.5089... Generator Loss: 2.4067 Epoch 1/1... Discriminator Loss: 2.5690... Generator Loss: 0.3490 Epoch 1/1... Discriminator Loss: 2.8584... Generator Loss: 6.4634 Epoch 1/1... Discriminator Loss: 0.5433... Generator Loss: 2.2356 Epoch 1/1... Discriminator Loss: 1.2149... Generator Loss: 0.7703 Epoch 1/1... Discriminator Loss: 0.6234... Generator Loss: 2.0583 Epoch 1/1... Discriminator Loss: 0.5656... Generator Loss: 2.2177 Epoch 1/1... Discriminator Loss: 1.1639... Generator Loss: 0.7154 Epoch 1/1... Discriminator Loss: 0.7766... Generator Loss: 2.1264 Epoch 1/1... Discriminator Loss: 1.0328... Generator Loss: 0.8493 Epoch 1/1... Discriminator Loss: 0.7246... Generator Loss: 1.5690 Epoch 1/1... Discriminator Loss: 0.6003... Generator Loss: 1.7442 Epoch 1/1... Discriminator Loss: 1.0123... Generator Loss: 0.8739 Epoch 1/1... Discriminator Loss: 0.8560... Generator Loss: 2.6120 Epoch 1/1... Discriminator Loss: 1.0177... Generator Loss: 0.8679 Epoch 1/1... Discriminator Loss: 0.7002... Generator Loss: 1.4443 Epoch 1/1... Discriminator Loss: 0.9464... Generator Loss: 0.9653 Epoch 1/1... Discriminator Loss: 0.6604... Generator Loss: 3.2474 Epoch 1/1... Discriminator Loss: 0.5835... Generator Loss: 1.8920 Epoch 1/1... Discriminator Loss: 0.7057... Generator Loss: 1.4044 Epoch 1/1... Discriminator Loss: 1.1563... Generator Loss: 0.7175 Epoch 1/1... Discriminator Loss: 1.0069... Generator Loss: 2.6218 Epoch 1/1... Discriminator Loss: 0.7463... Generator Loss: 1.3220 Epoch 1/1... Discriminator Loss: 0.6196... Generator Loss: 2.1887 Epoch 1/1... Discriminator Loss: 0.6760... Generator Loss: 1.4115 Epoch 1/1... Discriminator Loss: 0.6990... Generator Loss: 1.4667 Epoch 1/1... Discriminator Loss: 0.6683... Generator Loss: 1.4986 Epoch 1/1... Discriminator Loss: 0.5164... Generator Loss: 2.0455 Epoch 1/1... Discriminator Loss: 1.3629... Generator Loss: 0.5779 Epoch 1/1... Discriminator Loss: 1.4165... Generator Loss: 4.1488 Epoch 1/1... Discriminator Loss: 1.1798... Generator Loss: 0.8184 Epoch 1/1... Discriminator Loss: 0.5348... Generator Loss: 2.0370 Epoch 1/1... Discriminator Loss: 0.8202... Generator Loss: 1.2336 Epoch 1/1... Discriminator Loss: 0.6013... Generator Loss: 1.9054 Epoch 1/1... Discriminator Loss: 0.6168... Generator Loss: 1.6060 Epoch 1/1... Discriminator Loss: 0.4609... Generator Loss: 2.9600 Epoch 1/1... Discriminator Loss: 1.0644... Generator Loss: 0.8345 Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 3.3648 Epoch 1/1... Discriminator Loss: 1.0789... Generator Loss: 0.8220 Epoch 1/1... Discriminator Loss: 0.4952... Generator Loss: 2.9876 Epoch 1/1... Discriminator Loss: 0.6175... Generator Loss: 1.6860 Epoch 1/1... Discriminator Loss: 0.5639... Generator Loss: 1.8201 Epoch 1/1... Discriminator Loss: 0.5702... Generator Loss: 1.8719 Epoch 1/1... Discriminator Loss: 0.5496... Generator Loss: 1.9682 Epoch 1/1... Discriminator Loss: 0.7806... Generator Loss: 1.2243 Epoch 1/1... Discriminator Loss: 0.8835... Generator Loss: 1.0718 Epoch 1/1... Discriminator Loss: 0.6455... Generator Loss: 1.9774 Epoch 1/1... Discriminator Loss: 0.6352... Generator Loss: 1.4772 Epoch 1/1... Discriminator Loss: 0.4684... Generator Loss: 2.7777 Epoch 1/1... Discriminator Loss: 0.8388... Generator Loss: 1.0662 Epoch 1/1... Discriminator Loss: 0.5697... Generator Loss: 2.0872 Epoch 1/1... Discriminator Loss: 0.6972... Generator Loss: 1.4230 Epoch 1/1... Discriminator Loss: 0.5512... Generator Loss: 2.7110 Epoch 1/1... Discriminator Loss: 0.6853... Generator Loss: 1.4016 Epoch 1/1... Discriminator Loss: 0.4440... Generator Loss: 2.3864 Epoch 1/1... Discriminator Loss: 1.0335... Generator Loss: 0.8750 Epoch 1/1... Discriminator Loss: 0.6675... Generator Loss: 2.8193 Epoch 1/1... Discriminator Loss: 0.3798... Generator Loss: 3.9034 Epoch 1/1... Discriminator Loss: 2.2477... Generator Loss: 0.3741 Epoch 1/1... Discriminator Loss: 1.9929... Generator Loss: 5.2653 Epoch 1/1... Discriminator Loss: 1.2234... Generator Loss: 0.9970 Epoch 1/1... Discriminator Loss: 0.8753... Generator Loss: 1.3322 Epoch 1/1... Discriminator Loss: 1.0033... Generator Loss: 2.7536 Epoch 1/1... Discriminator Loss: 0.7048... Generator Loss: 1.6999 Epoch 1/1... Discriminator Loss: 1.1451... Generator Loss: 0.7660 Epoch 1/1... Discriminator Loss: 0.6897... Generator Loss: 2.1582 Epoch 1/1... Discriminator Loss: 0.6919... Generator Loss: 1.5881
Epoch 1/1... Discriminator Loss: 0.8548... Generator Loss: 1.1904 Epoch 1/1... Discriminator Loss: 0.8155... Generator Loss: 1.1725 Epoch 1/1... Discriminator Loss: 0.7488... Generator Loss: 2.2232 Epoch 1/1... Discriminator Loss: 1.9395... Generator Loss: 0.4282 Epoch 1/1... Discriminator Loss: 1.5643... Generator Loss: 4.4811 Epoch 1/1... Discriminator Loss: 0.6007... Generator Loss: 1.7897 Epoch 1/1... Discriminator Loss: 2.0216... Generator Loss: 0.4089 Epoch 1/1... Discriminator Loss: 1.0830... Generator Loss: 2.7507 Epoch 1/1... Discriminator Loss: 1.6883... Generator Loss: 0.4739 Epoch 1/1... Discriminator Loss: 0.9207... Generator Loss: 1.3042 Epoch 1/1... Discriminator Loss: 1.0816... Generator Loss: 0.9304 Epoch 1/1... Discriminator Loss: 1.1164... Generator Loss: 0.8548 Epoch 1/1... Discriminator Loss: 1.2215... Generator Loss: 0.7287 Epoch 1/1... Discriminator Loss: 1.2485... Generator Loss: 1.7063 Epoch 1/1... Discriminator Loss: 1.1189... Generator Loss: 0.8975 Epoch 1/1... Discriminator Loss: 1.0182... Generator Loss: 0.9076 Epoch 1/1... Discriminator Loss: 0.7852... Generator Loss: 1.5062 Epoch 1/1... Discriminator Loss: 1.6946... Generator Loss: 0.4590 Epoch 1/1... Discriminator Loss: 1.2168... Generator Loss: 1.7632 Epoch 1/1... Discriminator Loss: 1.1803... Generator Loss: 0.8882 Epoch 1/1... Discriminator Loss: 1.2922... Generator Loss: 0.6333 Epoch 1/1... Discriminator Loss: 1.1841... Generator Loss: 1.1094 Epoch 1/1... Discriminator Loss: 1.0088... Generator Loss: 0.9222 Epoch 1/1... Discriminator Loss: 1.0549... Generator Loss: 0.8334 Epoch 1/1... Discriminator Loss: 0.8793... Generator Loss: 1.0280 Epoch 1/1... Discriminator Loss: 0.8194... Generator Loss: 1.4568 Epoch 1/1... Discriminator Loss: 0.9640... Generator Loss: 1.0330 Epoch 1/1... Discriminator Loss: 0.7597... Generator Loss: 1.3247 Epoch 1/1... Discriminator Loss: 1.2481... Generator Loss: 0.7520 Epoch 1/1... Discriminator Loss: 0.8839... Generator Loss: 1.2263 Epoch 1/1... Discriminator Loss: 1.4644... Generator Loss: 0.5922 Epoch 1/1... Discriminator Loss: 0.7612... Generator Loss: 1.7493 Epoch 1/1... Discriminator Loss: 0.8273... Generator Loss: 1.3479 Epoch 1/1... Discriminator Loss: 0.8285... Generator Loss: 1.0596 Epoch 1/1... Discriminator Loss: 0.7147... Generator Loss: 2.0515 Epoch 1/1... Discriminator Loss: 0.7884... Generator Loss: 1.1669 Epoch 1/1... Discriminator Loss: 0.8889... Generator Loss: 0.9779 Epoch 1/1... Discriminator Loss: 1.1011... Generator Loss: 2.6645 Epoch 1/1... Discriminator Loss: 1.0705... Generator Loss: 0.7898 Epoch 1/1... Discriminator Loss: 0.5959... Generator Loss: 1.6736 Epoch 1/1... Discriminator Loss: 0.5215... Generator Loss: 2.1442 Epoch 1/1... Discriminator Loss: 0.6527... Generator Loss: 1.4698 Epoch 1/1... Discriminator Loss: 1.1144... Generator Loss: 0.7661 Epoch 1/1... Discriminator Loss: 1.2521... Generator Loss: 3.4756 Epoch 1/1... Discriminator Loss: 1.4755... 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Generator Loss: 1.5476 Epoch 1/1... Discriminator Loss: 1.4502... Generator Loss: 0.5565 Epoch 1/1... Discriminator Loss: 0.5870... Generator Loss: 3.1641 Epoch 1/1... Discriminator Loss: 0.7168... Generator Loss: 1.3712 Epoch 1/1... Discriminator Loss: 1.0518... Generator Loss: 0.8199 Epoch 1/1... Discriminator Loss: 0.9668... Generator Loss: 1.2854 Epoch 1/1... Discriminator Loss: 0.6341... Generator Loss: 2.0025 Epoch 1/1... Discriminator Loss: 1.3562... Generator Loss: 0.6237 Epoch 1/1... Discriminator Loss: 1.0963... Generator Loss: 2.7799 Epoch 1/1... Discriminator Loss: 0.5638... Generator Loss: 1.7520 Epoch 1/1... Discriminator Loss: 1.3593... Generator Loss: 0.6397 Epoch 1/1... Discriminator Loss: 0.7152... Generator Loss: 2.3730 Epoch 1/1... Discriminator Loss: 0.6928... Generator Loss: 1.3399 Epoch 1/1... Discriminator Loss: 0.9516... Generator Loss: 0.8906 Epoch 1/1... Discriminator Loss: 0.6914... Generator Loss: 1.8410 Epoch 1/1... Discriminator Loss: 0.8074... Generator Loss: 1.1781 Epoch 1/1... Discriminator Loss: 0.6705... Generator Loss: 1.5028 Epoch 1/1... Discriminator Loss: 0.8333... Generator Loss: 1.2478 Epoch 1/1... Discriminator Loss: 0.8706... Generator Loss: 2.9564 Epoch 1/1... Discriminator Loss: 0.9930... Generator Loss: 0.8685 Epoch 1/1... Discriminator Loss: 0.7833... Generator Loss: 1.2158 Epoch 1/1... Discriminator Loss: 0.7014... Generator Loss: 2.6171 Epoch 1/1... Discriminator Loss: 0.6418... Generator Loss: 1.4442 Epoch 1/1... Discriminator Loss: 0.5733... Generator Loss: 1.7544 Epoch 1/1... Discriminator Loss: 0.4942... Generator Loss: 2.3805 Epoch 1/1... Discriminator Loss: 1.0295... Generator Loss: 0.8555 Epoch 1/1... Discriminator Loss: 0.4871... Generator Loss: 3.0918 Epoch 1/1... Discriminator Loss: 0.8700... Generator Loss: 1.0463 Epoch 1/1... Discriminator Loss: 0.7461... Generator Loss: 1.8553 Epoch 1/1... Discriminator Loss: 0.6218... Generator Loss: 1.6083 Epoch 1/1... Discriminator Loss: 0.4971... 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Epoch 1/1... Discriminator Loss: 1.1022... Generator Loss: 2.1810 Epoch 1/1... Discriminator Loss: 1.6232... Generator Loss: 0.4648 Epoch 1/1... Discriminator Loss: 1.1869... Generator Loss: 2.2609 Epoch 1/1... Discriminator Loss: 0.7675... Generator Loss: 1.1973 Epoch 1/1... Discriminator Loss: 0.5470... Generator Loss: 1.8667 Epoch 1/1... Discriminator Loss: 0.5057... Generator Loss: 2.2108 Epoch 1/1... Discriminator Loss: 0.4486... Generator Loss: 2.7645 Epoch 1/1... Discriminator Loss: 1.9546... Generator Loss: 0.4503 Epoch 1/1... Discriminator Loss: 1.7128... Generator Loss: 4.2093 Epoch 1/1... Discriminator Loss: 0.5596... Generator Loss: 1.8966 Epoch 1/1... Discriminator Loss: 1.9411... Generator Loss: 0.4248 Epoch 1/1... Discriminator Loss: 0.7405... Generator Loss: 3.7828 Epoch 1/1... Discriminator Loss: 0.9753... Generator Loss: 0.9217 Epoch 1/1... Discriminator Loss: 1.2229... Generator Loss: 0.7551 Epoch 1/1... Discriminator Loss: 1.3288... 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Epoch 1/1... Discriminator Loss: 0.6213... Generator Loss: 1.7309 Epoch 1/1... Discriminator Loss: 0.6373... Generator Loss: 1.5490 Epoch 1/1... Discriminator Loss: 0.5771... Generator Loss: 2.0449 Epoch 1/1... Discriminator Loss: 0.7433... Generator Loss: 1.3040 Epoch 1/1... Discriminator Loss: 0.4996... Generator Loss: 2.5214 Epoch 1/1... Discriminator Loss: 0.5317... Generator Loss: 1.8537 Epoch 1/1... Discriminator Loss: 0.6485... Generator Loss: 1.4253 Epoch 1/1... Discriminator Loss: 0.7756... Generator Loss: 1.2327 Epoch 1/1... Discriminator Loss: 0.7804... Generator Loss: 2.2751 Epoch 1/1... Discriminator Loss: 0.5285... Generator Loss: 1.9240 Epoch 1/1... Discriminator Loss: 1.4686... Generator Loss: 0.6118 Epoch 1/1... Discriminator Loss: 1.0557... Generator Loss: 3.6038 Epoch 1/1... Discriminator Loss: 0.8074... Generator Loss: 1.1543 Epoch 1/1... Discriminator Loss: 0.5535... Generator Loss: 1.9574 Epoch 1/1... Discriminator Loss: 1.0943... 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Epoch 1/1... Discriminator Loss: 0.9965... Generator Loss: 5.4567 Epoch 1/1... Discriminator Loss: 0.8885... Generator Loss: 1.1297 Epoch 1/1... Discriminator Loss: 1.9952... Generator Loss: 0.4162 Epoch 1/1... Discriminator Loss: 1.3070... Generator Loss: 3.3893 Epoch 1/1... Discriminator Loss: 0.4690... Generator Loss: 2.7854 Epoch 1/1... Discriminator Loss: 1.9469... Generator Loss: 0.4521 Epoch 1/1... Discriminator Loss: 0.9477... Generator Loss: 1.2873 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 1.4190 Epoch 1/1... Discriminator Loss: 0.9093... Generator Loss: 1.2296 Epoch 1/1... Discriminator Loss: 0.4627... Generator Loss: 3.1875 Epoch 1/1... Discriminator Loss: 0.7247... Generator Loss: 1.3313 Epoch 1/1... Discriminator Loss: 0.6790... Generator Loss: 1.4958 Epoch 1/1... Discriminator Loss: 0.5466... Generator Loss: 2.2196 Epoch 1/1... Discriminator Loss: 0.6651... Generator Loss: 1.3900 Epoch 1/1... Discriminator Loss: 0.7475... 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Epoch 1/1... Discriminator Loss: 0.9829... Generator Loss: 1.7180 Epoch 1/1... Discriminator Loss: 0.8021... Generator Loss: 1.9744 Epoch 1/1... Discriminator Loss: 0.3547... Generator Loss: 4.3196 Epoch 1/1... Discriminator Loss: 1.5665... Generator Loss: 0.5253 Epoch 1/1... Discriminator Loss: 0.4752... Generator Loss: 5.8553 Epoch 1/1... Discriminator Loss: 0.4635... Generator Loss: 5.2579 Epoch 1/1... Discriminator Loss: 0.4909... Generator Loss: 2.1595 Epoch 1/1... Discriminator Loss: 0.4239... Generator Loss: 3.0680 Epoch 1/1... Discriminator Loss: 0.8626... Generator Loss: 0.9782 Epoch 1/1... Discriminator Loss: 0.9082... Generator Loss: 1.0448 Epoch 1/1... Discriminator Loss: 0.7801... Generator Loss: 3.6958 Epoch 1/1... Discriminator Loss: 0.4115... Generator Loss: 2.8244 Epoch 1/1... Discriminator Loss: 0.8947... Generator Loss: 0.9491 Epoch 1/1... Discriminator Loss: 0.5514... Generator Loss: 1.9628 Epoch 1/1... Discriminator Loss: 0.4596... 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Epoch 1/1... Discriminator Loss: 0.5420... Generator Loss: 2.9531 Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.6094 Epoch 1/1... Discriminator Loss: 1.1599... Generator Loss: 0.6858 Epoch 1/1... Discriminator Loss: 1.2002... Generator Loss: 2.8256 Epoch 1/1... Discriminator Loss: 0.3780... Generator Loss: 3.2039 Epoch 1/1... Discriminator Loss: 0.9073... Generator Loss: 0.9445 Epoch 1/1... Discriminator Loss: 1.1626... Generator Loss: 2.3474 Epoch 1/1... Discriminator Loss: 0.4088... Generator Loss: 2.8322 Epoch 1/1... Discriminator Loss: 1.4580... Generator Loss: 0.5661 Epoch 1/1... Discriminator Loss: 2.9598... Generator Loss: 2.9762 Epoch 1/1... Discriminator Loss: 1.0667... Generator Loss: 1.7396 Epoch 1/1... Discriminator Loss: 2.3924... Generator Loss: 0.3616 Epoch 1/1... Discriminator Loss: 1.4292... Generator Loss: 1.3446 Epoch 1/1... Discriminator Loss: 1.3960... Generator Loss: 1.1792 Epoch 1/1... Discriminator Loss: 1.1375... 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Epoch 1/1... Discriminator Loss: 1.0474... Generator Loss: 1.2867 Epoch 1/1... Discriminator Loss: 0.9478... Generator Loss: 0.8997 Epoch 1/1... Discriminator Loss: 0.5360... Generator Loss: 4.1242 Epoch 1/1... Discriminator Loss: 0.6673... Generator Loss: 1.3532 Epoch 1/1... Discriminator Loss: 0.5342... Generator Loss: 2.4227 Epoch 1/1... Discriminator Loss: 0.4785... Generator Loss: 2.1708 Epoch 1/1... Discriminator Loss: 0.7133... Generator Loss: 1.2714 Epoch 1/1... Discriminator Loss: 0.4339... Generator Loss: 4.1688 Epoch 1/1... Discriminator Loss: 0.8554... Generator Loss: 1.0048 Epoch 1/1... Discriminator Loss: 0.4851... Generator Loss: 5.0643 Epoch 1/1... Discriminator Loss: 0.3873... Generator Loss: 3.2932 Epoch 1/1... Discriminator Loss: 0.4282... Generator Loss: 2.5657 Epoch 1/1... Discriminator Loss: 0.4397... Generator Loss: 2.3582 Epoch 1/1... Discriminator Loss: 0.4747... Generator Loss: 2.4901 Epoch 1/1... Discriminator Loss: 0.4464... 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Epoch 1/1... Discriminator Loss: 0.4771... Generator Loss: 5.4711 Epoch 1/1... Discriminator Loss: 0.4093... Generator Loss: 3.0069 Epoch 1/1... Discriminator Loss: 0.7843... Generator Loss: 1.0953 Epoch 1/1... Discriminator Loss: 0.6010... Generator Loss: 2.0038 Epoch 1/1... Discriminator Loss: 1.0427... Generator Loss: 0.7988 Epoch 1/1... Discriminator Loss: 0.7404... Generator Loss: 2.5035 Epoch 1/1... Discriminator Loss: 0.5053... Generator Loss: 1.8227 Epoch 1/1... Discriminator Loss: 0.4135... Generator Loss: 2.8812 Epoch 1/1... Discriminator Loss: 0.5315... Generator Loss: 1.7701 Epoch 1/1... Discriminator Loss: 0.4230... Generator Loss: 3.5016 Epoch 1/1... Discriminator Loss: 0.5431... Generator Loss: 1.7536 Epoch 1/1... Discriminator Loss: 0.4894... Generator Loss: 2.1889 Epoch 1/1... Discriminator Loss: 0.6666... Generator Loss: 1.5985 Epoch 1/1... Discriminator Loss: 0.4771... Generator Loss: 4.5194 Epoch 1/1... Discriminator Loss: 0.6097... 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Epoch 1/1... Discriminator Loss: 0.4147... Generator Loss: 4.5729 Epoch 1/1... Discriminator Loss: 0.5546... Generator Loss: 1.5995 Epoch 1/1... Discriminator Loss: 0.3826... Generator Loss: 3.3896 Epoch 1/1... Discriminator Loss: 0.6991... Generator Loss: 1.2449 Epoch 1/1... Discriminator Loss: 0.6285... Generator Loss: 1.4555 Epoch 1/1... Discriminator Loss: 0.5670... Generator Loss: 3.3728 Epoch 1/1... Discriminator Loss: 0.4251... Generator Loss: 3.0007 Epoch 1/1... Discriminator Loss: 0.3992... Generator Loss: 2.8585 Epoch 1/1... Discriminator Loss: 0.3577... Generator Loss: 4.3703 Epoch 1/1... Discriminator Loss: 0.8317... Generator Loss: 1.0786 Epoch 1/1... Discriminator Loss: 0.5305... Generator Loss: 2.9410 Epoch 1/1... Discriminator Loss: 0.3996... Generator Loss: 3.2904 Epoch 1/1... Discriminator Loss: 0.4070... Generator Loss: 2.7718 Epoch 1/1... Discriminator Loss: 0.4742... Generator Loss: 2.2035 Epoch 1/1... Discriminator Loss: 0.3947... 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Epoch 1/1... Discriminator Loss: 0.5060... Generator Loss: 4.7384 Epoch 1/1... Discriminator Loss: 0.6032... Generator Loss: 1.6100 Epoch 1/1... Discriminator Loss: 0.4513... Generator Loss: 2.4614 Epoch 1/1... Discriminator Loss: 0.3929... Generator Loss: 3.7275 Epoch 1/1... Discriminator Loss: 0.5588... Generator Loss: 1.6625 Epoch 1/1... Discriminator Loss: 0.4935... Generator Loss: 3.8893 Epoch 1/1... Discriminator Loss: 0.4616... Generator Loss: 2.1730 Epoch 1/1... Discriminator Loss: 0.4266... Generator Loss: 2.4491 Epoch 1/1... Discriminator Loss: 0.4397... Generator Loss: 2.3476 Epoch 1/1... Discriminator Loss: 0.4178... Generator Loss: 4.3534 Epoch 1/1... Discriminator Loss: 0.4590... Generator Loss: 2.3706 Epoch 1/1... Discriminator Loss: 0.4196... Generator Loss: 2.8297 Epoch 1/1... Discriminator Loss: 0.5108... Generator Loss: 2.1277 Epoch 1/1... Discriminator Loss: 0.4528... Generator Loss: 2.8764 Epoch 1/1... Discriminator Loss: 0.3608... 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Epoch 1/1... Discriminator Loss: 0.4178... Generator Loss: 3.4813 Epoch 1/1... Discriminator Loss: 0.8043... Generator Loss: 2.4185 Epoch 1/1... Discriminator Loss: 0.6136... Generator Loss: 1.6936 Epoch 1/1... Discriminator Loss: 0.3722... Generator Loss: 3.5227 Epoch 1/1... Discriminator Loss: 0.6922... Generator Loss: 1.2647 Epoch 1/1... Discriminator Loss: 0.5184... Generator Loss: 3.3825 Epoch 1/1... Discriminator Loss: 0.3996... Generator Loss: 3.7928 Epoch 1/1... Discriminator Loss: 0.4128... Generator Loss: 2.6277 Epoch 1/1... Discriminator Loss: 0.4303... Generator Loss: 2.4685 Epoch 1/1... Discriminator Loss: 0.4632... Generator Loss: 3.7684 Epoch 1/1... Discriminator Loss: 0.5037... Generator Loss: 1.9634 Epoch 1/1... Discriminator Loss: 0.4358... Generator Loss: 2.5315 Epoch 1/1... Discriminator Loss: 0.4277... Generator Loss: 2.9375 Epoch 1/1... Discriminator Loss: 0.4261... Generator Loss: 3.7103 Epoch 1/1... Discriminator Loss: 0.5291... 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Epoch 1/1... Discriminator Loss: 0.3830... Generator Loss: 5.2527 Epoch 1/1... Discriminator Loss: 0.3796... Generator Loss: 3.3930 Epoch 1/1... Discriminator Loss: 1.0978... Generator Loss: 0.8296 Epoch 1/1... Discriminator Loss: 1.4473... Generator Loss: 5.4146 Epoch 1/1... Discriminator Loss: 0.6687... Generator Loss: 1.3749 Epoch 1/1... Discriminator Loss: 1.2769... Generator Loss: 0.6597 Epoch 1/1... Discriminator Loss: 1.0698... Generator Loss: 0.9743 Epoch 1/1... Discriminator Loss: 1.1167... Generator Loss: 0.7947 Epoch 1/1... Discriminator Loss: 0.3851... Generator Loss: 3.5255 Epoch 1/1... Discriminator Loss: 0.5528... Generator Loss: 3.5605 Epoch 1/1... Discriminator Loss: 0.3573... Generator Loss: 4.3626 Epoch 1/1... Discriminator Loss: 0.4082... Generator Loss: 2.8250 Epoch 1/1... Discriminator Loss: 0.4806... Generator Loss: 1.9754 Epoch 1/1... Discriminator Loss: 0.4085... Generator Loss: 6.0789 Epoch 1/1... Discriminator Loss: 0.3870... 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Epoch 1/1... Discriminator Loss: 0.4500... Generator Loss: 2.2949 Epoch 1/1... Discriminator Loss: 0.3592... Generator Loss: 3.8841 Epoch 1/1... Discriminator Loss: 0.6304... Generator Loss: 1.4511 Epoch 1/1... Discriminator Loss: 0.3725... Generator Loss: 4.1174 Epoch 1/1... Discriminator Loss: 0.4240... Generator Loss: 2.3632 Epoch 1/1... Discriminator Loss: 0.3657... Generator Loss: 3.9009 Epoch 1/1... Discriminator Loss: 0.5315... Generator Loss: 3.8399 Epoch 1/1... Discriminator Loss: 0.3990... Generator Loss: 3.6323 Epoch 1/1... Discriminator Loss: 0.3818... Generator Loss: 3.6580 Epoch 1/1... Discriminator Loss: 0.3949... Generator Loss: 3.3933 Epoch 1/1... Discriminator Loss: 0.4188... Generator Loss: 6.4081 Epoch 1/1... Discriminator Loss: 0.7538... Generator Loss: 1.3161 Epoch 1/1... Discriminator Loss: 0.6628... Generator Loss: 5.6096 Epoch 1/1... Discriminator Loss: 0.6317... Generator Loss: 1.4770 Epoch 1/1... Discriminator Loss: 0.5364... 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Epoch 1/1... Discriminator Loss: 0.5806... Generator Loss: 2.2460 Epoch 1/1... Discriminator Loss: 0.5612... Generator Loss: 1.7802 Epoch 1/1... Discriminator Loss: 0.7148... Generator Loss: 1.2205 Epoch 1/1... Discriminator Loss: 0.6813... Generator Loss: 3.2089 Epoch 1/1... Discriminator Loss: 0.3715... Generator Loss: 3.3077 Epoch 1/1... Discriminator Loss: 0.5910... Generator Loss: 1.5321 Epoch 1/1... Discriminator Loss: 0.4634... Generator Loss: 3.1293 Epoch 1/1... Discriminator Loss: 0.6010... Generator Loss: 1.4656 Epoch 1/1... Discriminator Loss: 0.5365... Generator Loss: 2.0958 Epoch 1/1... Discriminator Loss: 0.4524... Generator Loss: 2.3020 Epoch 1/1... Discriminator Loss: 0.4190... Generator Loss: 2.6796 Epoch 1/1... Discriminator Loss: 0.4447... Generator Loss: 2.3780 Epoch 1/1... Discriminator Loss: 0.5560... Generator Loss: 1.6718 Epoch 1/1... Discriminator Loss: 0.5007... Generator Loss: 2.6588 Epoch 1/1... Discriminator Loss: 0.4102... 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Epoch 1/1... Discriminator Loss: 0.5361... Generator Loss: 1.8783 Epoch 1/1... Discriminator Loss: 0.4280... Generator Loss: 2.4373 Epoch 1/1... Discriminator Loss: 0.3755... Generator Loss: 3.3539 Epoch 1/1... Discriminator Loss: 0.3494... Generator Loss: 4.7412 Epoch 1/1... Discriminator Loss: 0.5970... Generator Loss: 1.5117 Epoch 1/1... Discriminator Loss: 0.4333... Generator Loss: 2.8798 Epoch 1/1... Discriminator Loss: 0.4139... Generator Loss: 4.4767 Epoch 1/1... Discriminator Loss: 0.4015... Generator Loss: 3.1198 Epoch 1/1... Discriminator Loss: 0.6396... Generator Loss: 1.4941 Epoch 1/1... Discriminator Loss: 0.5951... Generator Loss: 3.5176 Epoch 1/1... Discriminator Loss: 0.5879... Generator Loss: 1.6639 Epoch 1/1... Discriminator Loss: 1.1370... Generator Loss: 3.0136 Epoch 1/1... Discriminator Loss: 2.5371... Generator Loss: 0.4009 Epoch 1/1... Discriminator Loss: 3.6116... Generator Loss: 5.0475 Epoch 1/1... Discriminator Loss: 2.2494... 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Epoch 1/1... Discriminator Loss: 0.3785... Generator Loss: 4.4939 Epoch 1/1... Discriminator Loss: 0.5993... Generator Loss: 1.5016 Epoch 1/1... Discriminator Loss: 0.4491... Generator Loss: 2.4051 Epoch 1/1... Discriminator Loss: 0.4839... Generator Loss: 2.1013 Epoch 1/1... Discriminator Loss: 0.4713... Generator Loss: 2.0091 Epoch 1/1... Discriminator Loss: 0.4072... Generator Loss: 3.0151 Epoch 1/1... Discriminator Loss: 0.5697... Generator Loss: 1.6493 Epoch 1/1... Discriminator Loss: 0.4031... Generator Loss: 2.7583 Epoch 1/1... Discriminator Loss: 0.4672... Generator Loss: 2.1567 Epoch 1/1... Discriminator Loss: 0.5241... Generator Loss: 2.3031 Epoch 1/1... Discriminator Loss: 0.5874... Generator Loss: 1.4592 Epoch 1/1... Discriminator Loss: 0.3943... Generator Loss: 3.0471 Epoch 1/1... Discriminator Loss: 0.4461... Generator Loss: 2.2223 Epoch 1/1... Discriminator Loss: 0.4485... Generator Loss: 3.5052 Epoch 1/1... Discriminator Loss: 0.3706... 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Epoch 1/1... Discriminator Loss: 1.4168... Generator Loss: 0.6513 Epoch 1/1... Discriminator Loss: 1.0651... Generator Loss: 1.1938 Epoch 1/1... Discriminator Loss: 1.1573... Generator Loss: 1.1499 Epoch 1/1... Discriminator Loss: 2.1505... Generator Loss: 0.4041 Epoch 1/1... Discriminator Loss: 1.3075... Generator Loss: 1.2704 Epoch 1/1... Discriminator Loss: 1.1676... Generator Loss: 0.7484 Epoch 1/1... Discriminator Loss: 1.1246... Generator Loss: 2.0424 Epoch 1/1... Discriminator Loss: 1.5757... Generator Loss: 0.5749 Epoch 1/1... Discriminator Loss: 0.8176... Generator Loss: 1.6170 Epoch 1/1... Discriminator Loss: 0.8785... Generator Loss: 1.1702 Epoch 1/1... Discriminator Loss: 0.5733... Generator Loss: 2.0033 Epoch 1/1... Discriminator Loss: 1.1914... Generator Loss: 0.6863 Epoch 1/1... Discriminator Loss: 0.5700... Generator Loss: 1.7757 Epoch 1/1... Discriminator Loss: 0.5850... Generator Loss: 1.7643 Epoch 1/1... Discriminator Loss: 0.6258... 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Epoch 1/1... Discriminator Loss: 0.5476... Generator Loss: 1.7699 Epoch 1/1... Discriminator Loss: 0.4880... Generator Loss: 3.4318 Epoch 1/1... Discriminator Loss: 0.6112... Generator Loss: 1.4658 Epoch 1/1... Discriminator Loss: 0.6499... Generator Loss: 1.4068 Epoch 1/1... Discriminator Loss: 0.4549... Generator Loss: 3.5820 Epoch 1/1... Discriminator Loss: 1.3401... Generator Loss: 0.6564 Epoch 1/1... Discriminator Loss: 0.9532... Generator Loss: 3.2610 Epoch 1/1... Discriminator Loss: 0.7887... Generator Loss: 1.3389 Epoch 1/1... Discriminator Loss: 0.4472... Generator Loss: 2.9693 Epoch 1/1... Discriminator Loss: 1.1141... Generator Loss: 0.7400 Epoch 1/1... Discriminator Loss: 0.5768... Generator Loss: 2.3420 Epoch 1/1... Discriminator Loss: 0.8069... Generator Loss: 1.1235 Epoch 1/1... Discriminator Loss: 0.3721... Generator Loss: 4.7754 Epoch 1/1... Discriminator Loss: 0.9855... Generator Loss: 0.8683 Epoch 1/1... Discriminator Loss: 0.4052... 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Epoch 1/1... Discriminator Loss: 0.4758... Generator Loss: 2.9537 Epoch 1/1... Discriminator Loss: 0.4235... Generator Loss: 2.5060 Epoch 1/1... Discriminator Loss: 0.5449... Generator Loss: 1.7365 Epoch 1/1... Discriminator Loss: 0.3998... Generator Loss: 3.0768 Epoch 1/1... Discriminator Loss: 0.4434... Generator Loss: 2.4064 Epoch 1/1... Discriminator Loss: 0.4791... Generator Loss: 1.9500 Epoch 1/1... Discriminator Loss: 0.5636... Generator Loss: 1.9007 Epoch 1/1... Discriminator Loss: 0.4526... Generator Loss: 2.8483 Epoch 1/1... Discriminator Loss: 0.3585... Generator Loss: 3.8082 Epoch 1/1... Discriminator Loss: 0.5450... Generator Loss: 1.9407 Epoch 1/1... Discriminator Loss: 0.5367... Generator Loss: 1.9203 Epoch 1/1... Discriminator Loss: 0.4908... Generator Loss: 3.3801 Epoch 1/1... Discriminator Loss: 0.3500... Generator Loss: 4.4708 Epoch 1/1... Discriminator Loss: 0.5392... Generator Loss: 1.9363 Epoch 1/1... Discriminator Loss: 0.4274... 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Epoch 1/1... Discriminator Loss: 0.3967... Generator Loss: 3.1426 Epoch 1/1... Discriminator Loss: 0.5751... Generator Loss: 1.6702 Epoch 1/1... Discriminator Loss: 0.5703... Generator Loss: 2.3269 Epoch 1/1... Discriminator Loss: 0.6203... Generator Loss: 1.5931 Epoch 1/1... Discriminator Loss: 0.4403... Generator Loss: 2.3543 Epoch 1/1... Discriminator Loss: 0.4793... Generator Loss: 2.1719 Epoch 1/1... Discriminator Loss: 0.5364... Generator Loss: 1.9252 Epoch 1/1... Discriminator Loss: 0.6641... Generator Loss: 1.3703 Epoch 1/1... Discriminator Loss: 0.4319... Generator Loss: 2.3556 Epoch 1/1... Discriminator Loss: 0.4867... Generator Loss: 2.1279 Epoch 1/1... Discriminator Loss: 0.5193... Generator Loss: 2.6058 Epoch 1/1... Discriminator Loss: 0.4070... Generator Loss: 2.5923 Epoch 1/1... Discriminator Loss: 0.8158... Generator Loss: 0.9963 Epoch 1/1... Discriminator Loss: 0.4001... Generator Loss: 3.3503 Epoch 1/1... Discriminator Loss: 0.3910... 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Epoch 1/1... Discriminator Loss: 0.7158... Generator Loss: 1.5063 Epoch 1/1... Discriminator Loss: 0.6761... Generator Loss: 1.3275 Epoch 1/1... Discriminator Loss: 0.5395... Generator Loss: 1.8381 Epoch 1/1... Discriminator Loss: 0.5071... Generator Loss: 1.9833 Epoch 1/1... Discriminator Loss: 0.6174... Generator Loss: 1.4968 Epoch 1/1... Discriminator Loss: 0.4614... Generator Loss: 3.0008 Epoch 1/1... Discriminator Loss: 0.4192... Generator Loss: 2.5465 Epoch 1/1... Discriminator Loss: 0.4216... Generator Loss: 2.6152 Epoch 1/1... Discriminator Loss: 0.4914... Generator Loss: 2.0504 Epoch 1/1... Discriminator Loss: 0.4830... Generator Loss: 2.2406 Epoch 1/1... Discriminator Loss: 0.4457... Generator Loss: 2.2229 Epoch 1/1... Discriminator Loss: 0.6288... Generator Loss: 1.4552 Epoch 1/1... Discriminator Loss: 0.3910... Generator Loss: 3.1267 Epoch 1/1... Discriminator Loss: 0.9355... Generator Loss: 0.9179 Epoch 1/1... Discriminator Loss: 0.4882... 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Epoch 1/1... Discriminator Loss: 0.5844... Generator Loss: 1.5460 Epoch 1/1... Discriminator Loss: 0.5958... Generator Loss: 1.6443 Epoch 1/1... Discriminator Loss: 0.5600... Generator Loss: 1.7734 Epoch 1/1... Discriminator Loss: 0.4935... Generator Loss: 1.9918 Epoch 1/1... Discriminator Loss: 0.4854... Generator Loss: 1.9152 Epoch 1/1... Discriminator Loss: 0.4742... Generator Loss: 2.4520 Epoch 1/1... Discriminator Loss: 0.3841... Generator Loss: 3.3027 Epoch 1/1... Discriminator Loss: 1.4137... Generator Loss: 0.5606 Epoch 1/1... Discriminator Loss: 0.4009... Generator Loss: 3.0931 Epoch 1/1... Discriminator Loss: 0.5869... Generator Loss: 1.6000 Epoch 1/1... Discriminator Loss: 0.4974... Generator Loss: 2.0668 Epoch 1/1... Discriminator Loss: 0.7061... Generator Loss: 1.2670 Epoch 1/1... Discriminator Loss: 0.5161... Generator Loss: 1.9860 Epoch 1/1... Discriminator Loss: 0.6634... Generator Loss: 1.3353 Epoch 1/1... Discriminator Loss: 0.5594... 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Generator Loss: 1.6566 Epoch 1/1... Discriminator Loss: 0.4384... Generator Loss: 2.4305 Epoch 1/1... Discriminator Loss: 1.0472... Generator Loss: 0.7958 Epoch 1/1... Discriminator Loss: 0.7219... Generator Loss: 2.3187 Epoch 1/1... Discriminator Loss: 0.4885... Generator Loss: 1.9966 Epoch 1/1... Discriminator Loss: 0.3773... Generator Loss: 3.4060 Epoch 1/1... Discriminator Loss: 0.6756... Generator Loss: 1.5374 Epoch 1/1... Discriminator Loss: 0.6215... Generator Loss: 1.4325 Epoch 1/1... Discriminator Loss: 0.4460... Generator Loss: 3.4747 Epoch 1/1... Discriminator Loss: 0.4652... Generator Loss: 2.1159 Epoch 1/1... Discriminator Loss: 0.6054... Generator Loss: 1.5997 Epoch 1/1... Discriminator Loss: 1.1335... Generator Loss: 0.7095 Epoch 1/1... Discriminator Loss: 2.5986... Generator Loss: 3.1155 Epoch 1/1... Discriminator Loss: 3.1292... Generator Loss: 0.3535 Epoch 1/1... Discriminator Loss: 5.2510... Generator Loss: 7.9520 Epoch 1/1... Discriminator Loss: 1.5333... 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Epoch 1/1... Discriminator Loss: 1.6350... Generator Loss: 0.4951 Epoch 1/1... Discriminator Loss: 1.0047... Generator Loss: 0.8733 Epoch 1/1... Discriminator Loss: 1.1755... Generator Loss: 1.9281 Epoch 1/1... Discriminator Loss: 1.3114... Generator Loss: 0.6245 Epoch 1/1... Discriminator Loss: 0.9426... Generator Loss: 1.1889 Epoch 1/1... Discriminator Loss: 0.8582... Generator Loss: 1.5406 Epoch 1/1... Discriminator Loss: 0.7546... Generator Loss: 1.2629 Epoch 1/1... Discriminator Loss: 1.4367... Generator Loss: 0.6215 Epoch 1/1... Discriminator Loss: 0.7699... Generator Loss: 1.2737 Epoch 1/1... Discriminator Loss: 0.7706... Generator Loss: 1.3099 Epoch 1/1... Discriminator Loss: 0.6832... Generator Loss: 1.5152 Epoch 1/1... Discriminator Loss: 0.8091... Generator Loss: 1.0495 Epoch 1/1... Discriminator Loss: 0.5283... Generator Loss: 1.9899 Epoch 1/1... Discriminator Loss: 0.8541... Generator Loss: 0.9286 Epoch 1/1... Discriminator Loss: 0.5110... 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Epoch 1/1... Discriminator Loss: 0.7110... Generator Loss: 1.2632 Epoch 1/1... Discriminator Loss: 0.4900... Generator Loss: 2.0012 Epoch 1/1... Discriminator Loss: 0.4040... Generator Loss: 2.7895 Epoch 1/1... Discriminator Loss: 0.4675... Generator Loss: 2.1643 Epoch 1/1... Discriminator Loss: 0.3937... Generator Loss: 2.8668 Epoch 1/1... Discriminator Loss: 0.5056... Generator Loss: 1.9824 Epoch 1/1... Discriminator Loss: 0.3911... Generator Loss: 3.3738 Epoch 1/1... Discriminator Loss: 0.5563... Generator Loss: 1.7376 Epoch 1/1... Discriminator Loss: 0.4331... Generator Loss: 2.3629 Epoch 1/1... Discriminator Loss: 0.6711... Generator Loss: 1.2951 Epoch 1/1... Discriminator Loss: 0.4575... Generator Loss: 3.9488 Epoch 1/1... Discriminator Loss: 0.5067... Generator Loss: 2.1341 Epoch 1/1... Discriminator Loss: 0.6670... Generator Loss: 1.3453 Epoch 1/1... Discriminator Loss: 0.4092... Generator Loss: 3.6691 Epoch 1/1... Discriminator Loss: 0.3570... 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Epoch 1/1... Discriminator Loss: 1.4389... Generator Loss: 0.5994 Epoch 1/1... Discriminator Loss: 0.7820... Generator Loss: 1.1294 Epoch 1/1... Discriminator Loss: 0.6333... Generator Loss: 1.8676 Epoch 1/1... Discriminator Loss: 1.8955... Generator Loss: 0.4775 Epoch 1/1... Discriminator Loss: 0.6728... Generator Loss: 1.3609 Epoch 1/1... Discriminator Loss: 0.6597... Generator Loss: 2.4945 Epoch 1/1... Discriminator Loss: 1.1876... Generator Loss: 0.7216 Epoch 1/1... Discriminator Loss: 0.4273... Generator Loss: 5.0295 Epoch 1/1... Discriminator Loss: 0.4815... Generator Loss: 2.2772 Epoch 1/1... Discriminator Loss: 0.4374... Generator Loss: 2.4446 Epoch 1/1... Discriminator Loss: 0.9681... Generator Loss: 0.8761 Epoch 1/1... Discriminator Loss: 0.5652... Generator Loss: 1.6443 Epoch 1/1... Discriminator Loss: 0.8338... Generator Loss: 1.0403 Epoch 1/1... Discriminator Loss: 0.6151... Generator Loss: 1.5436 Epoch 1/1... Discriminator Loss: 0.3971... 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Generator Loss: 1.1659 Epoch 1/1... Discriminator Loss: 0.6576... Generator Loss: 1.4062 Epoch 1/1... Discriminator Loss: 0.5047... Generator Loss: 1.9120 Epoch 1/1... Discriminator Loss: 0.4896... Generator Loss: 2.3727 Epoch 1/1... Discriminator Loss: 0.4691... Generator Loss: 2.0766 Epoch 1/1... Discriminator Loss: 0.6127... Generator Loss: 1.5519 Epoch 1/1... Discriminator Loss: 0.5418... Generator Loss: 2.0275 Epoch 1/1... Discriminator Loss: 0.5937... Generator Loss: 1.5623 Epoch 1/1... Discriminator Loss: 0.4644... Generator Loss: 2.3270 Epoch 1/1... Discriminator Loss: 0.4356... Generator Loss: 2.3739 Epoch 1/1... Discriminator Loss: 0.4273... Generator Loss: 2.5092 Epoch 1/1... Discriminator Loss: 0.3964... Generator Loss: 3.0954 Epoch 1/1... Discriminator Loss: 1.4422... Generator Loss: 0.5636 Epoch 1/1... Discriminator Loss: 0.6118... Generator Loss: 3.9351 Epoch 1/1... Discriminator Loss: 0.4701... Generator Loss: 2.3703 Epoch 1/1... Discriminator Loss: 0.3713... 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Epoch 1/1... Discriminator Loss: 0.9559... Generator Loss: 0.9055 Epoch 1/1... Discriminator Loss: 0.7898... Generator Loss: 2.6537 Epoch 1/1... Discriminator Loss: 0.5263... Generator Loss: 2.0454 Epoch 1/1... Discriminator Loss: 1.0359... Generator Loss: 0.8203 Epoch 1/1... Discriminator Loss: 0.9399... Generator Loss: 2.9420 Epoch 1/1... Discriminator Loss: 0.7514... Generator Loss: 1.3405 Epoch 1/1... Discriminator Loss: 0.5161... Generator Loss: 2.0947 Epoch 1/1... Discriminator Loss: 0.7169... Generator Loss: 1.3289 Epoch 1/1... Discriminator Loss: 0.5893... Generator Loss: 2.1559 Epoch 1/1... Discriminator Loss: 0.5756... Generator Loss: 2.7406 Epoch 1/1... Discriminator Loss: 0.7981... Generator Loss: 1.1446 Epoch 1/1... Discriminator Loss: 0.5263... Generator Loss: 1.8460 Epoch 1/1... Discriminator Loss: 0.8365... Generator Loss: 1.0769 Epoch 1/1... Discriminator Loss: 0.3764... Generator Loss: 3.3426 Epoch 1/1... Discriminator Loss: 0.7688... 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Epoch 1/1... Discriminator Loss: 0.3598... Generator Loss: 4.2040 Epoch 1/1... Discriminator Loss: 0.7580... Generator Loss: 1.2385 Epoch 1/1... Discriminator Loss: 0.8040... Generator Loss: 3.3311 Epoch 1/1... Discriminator Loss: 0.4056... Generator Loss: 3.0879 Epoch 1/1... Discriminator Loss: 0.9885... Generator Loss: 0.9598 Epoch 1/1... Discriminator Loss: 0.4334... Generator Loss: 2.6624 Epoch 1/1... Discriminator Loss: 0.4960... Generator Loss: 2.1080 Epoch 1/1... Discriminator Loss: 0.6862... Generator Loss: 1.2724 Epoch 1/1... Discriminator Loss: 0.6700... Generator Loss: 1.4042 Epoch 1/1... Discriminator Loss: 0.5123... Generator Loss: 2.1894 Epoch 1/1... Discriminator Loss: 0.5686... Generator Loss: 1.6650 Epoch 1/1... Discriminator Loss: 0.5370... Generator Loss: 1.7148 Epoch 1/1... Discriminator Loss: 0.4151... Generator Loss: 3.2346 Epoch 1/1... Discriminator Loss: 0.3545... Generator Loss: 4.7242 Epoch 1/1... Discriminator Loss: 0.6601... 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Epoch 1/1... Discriminator Loss: 0.5594... Generator Loss: 2.0237 Epoch 1/1... Discriminator Loss: 0.7406... Generator Loss: 1.2016 Epoch 1/1... Discriminator Loss: 1.6317... Generator Loss: 3.2307 Epoch 1/1... Discriminator Loss: 2.8693... Generator Loss: 0.3916 Epoch 1/1... Discriminator Loss: 4.6659... Generator Loss: 6.9862 Epoch 1/1... Discriminator Loss: 2.5188... Generator Loss: 0.5144 Epoch 1/1... Discriminator Loss: 2.0133... Generator Loss: 3.5597 Epoch 1/1... Discriminator Loss: 1.1913... Generator Loss: 0.7599 Epoch 1/1... Discriminator Loss: 1.7194... Generator Loss: 0.4635 Epoch 1/1... Discriminator Loss: 1.3287... Generator Loss: 2.0564 Epoch 1/1... Discriminator Loss: 1.2151... Generator Loss: 0.7991 Epoch 1/1... Discriminator Loss: 1.5381... Generator Loss: 0.5406 Epoch 1/1... Discriminator Loss: 1.2200... Generator Loss: 2.0772 Epoch 1/1... Discriminator Loss: 1.2398... Generator Loss: 0.7380 Epoch 1/1... Discriminator Loss: 0.5871... 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Epoch 1/1... Discriminator Loss: 0.4973... Generator Loss: 2.1148 Epoch 1/1... Discriminator Loss: 0.8351... Generator Loss: 1.0562 Epoch 1/1... Discriminator Loss: 0.4859... Generator Loss: 3.2167 Epoch 1/1... Discriminator Loss: 0.4702... Generator Loss: 2.3526 Epoch 1/1... Discriminator Loss: 0.7171... Generator Loss: 1.2566 Epoch 1/1... Discriminator Loss: 0.7660... Generator Loss: 1.1278 Epoch 1/1... Discriminator Loss: 0.7893... Generator Loss: 1.1613 Epoch 1/1... Discriminator Loss: 0.6549... Generator Loss: 2.2678 Epoch 1/1... Discriminator Loss: 0.5001... Generator Loss: 1.9624 Epoch 1/1... Discriminator Loss: 0.7728... Generator Loss: 1.1602 Epoch 1/1... Discriminator Loss: 0.6225... Generator Loss: 2.1335 Epoch 1/1... Discriminator Loss: 0.4035... Generator Loss: 2.8130 Epoch 1/1... Discriminator Loss: 0.7304... Generator Loss: 1.3245 Epoch 1/1... Discriminator Loss: 0.5741... Generator Loss: 3.0448 Epoch 1/1... Discriminator Loss: 0.4034... 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Epoch 1/1... Discriminator Loss: 0.7112... Generator Loss: 1.2201 Epoch 1/1... Discriminator Loss: 0.4500... Generator Loss: 3.1700 Epoch 1/1... Discriminator Loss: 0.4325... Generator Loss: 2.4406 Epoch 1/1... Discriminator Loss: 0.8359... Generator Loss: 1.1302 Epoch 1/1... Discriminator Loss: 0.5731... Generator Loss: 2.7980 Epoch 1/1... Discriminator Loss: 0.3625... Generator Loss: 5.8948 Epoch 1/1... Discriminator Loss: 0.8272... Generator Loss: 1.0610 Epoch 1/1... Discriminator Loss: 0.3556... Generator Loss: 4.2001 Epoch 1/1... Discriminator Loss: 0.9378... Generator Loss: 0.9430 Epoch 1/1... Discriminator Loss: 0.5302... Generator Loss: 1.9560 Epoch 1/1... Discriminator Loss: 0.4998... Generator Loss: 2.1695 Epoch 1/1... Discriminator Loss: 0.7802... Generator Loss: 1.1191 Epoch 1/1... Discriminator Loss: 0.6688... Generator Loss: 1.3465 Epoch 1/1... Discriminator Loss: 0.6612... Generator Loss: 2.0270 Epoch 1/1... Discriminator Loss: 0.5129... 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Epoch 1/1... Discriminator Loss: 1.4747... Generator Loss: 3.3520 Epoch 1/1... Discriminator Loss: 2.1651... Generator Loss: 0.4534 Epoch 1/1... Discriminator Loss: 0.9687... Generator Loss: 2.6481 Epoch 1/1... Discriminator Loss: 0.9388... Generator Loss: 0.9383 Epoch 1/1... Discriminator Loss: 0.7558... Generator Loss: 1.2040 Epoch 1/1... Discriminator Loss: 0.6901... Generator Loss: 1.3929 Epoch 1/1... Discriminator Loss: 0.6226... Generator Loss: 1.9327 Epoch 1/1... Discriminator Loss: 0.8478... Generator Loss: 1.1444 Epoch 1/1... Discriminator Loss: 0.6038... Generator Loss: 3.2986 Epoch 1/1... Discriminator Loss: 0.5043... Generator Loss: 2.9319 Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 1.1496 Epoch 1/1... Discriminator Loss: 0.8215... Generator Loss: 1.0733 Epoch 1/1... Discriminator Loss: 0.8135... Generator Loss: 3.1398 Epoch 1/1... Discriminator Loss: 1.4668... Generator Loss: 0.7387 Epoch 1/1... Discriminator Loss: 0.6677... 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Epoch 1/1... Discriminator Loss: 0.6054... Generator Loss: 1.6154 Epoch 1/1... Discriminator Loss: 0.3801... Generator Loss: 3.6798 Epoch 1/1... Discriminator Loss: 0.6400... Generator Loss: 1.4604 Epoch 1/1... Discriminator Loss: 0.7345... Generator Loss: 1.1359 Epoch 1/1... Discriminator Loss: 0.6120... Generator Loss: 3.5341 Epoch 1/1... Discriminator Loss: 0.4648... Generator Loss: 2.6447 Epoch 1/1... Discriminator Loss: 1.1691... Generator Loss: 0.6882 Epoch 1/1... Discriminator Loss: 0.6378... Generator Loss: 1.4803 Epoch 1/1... Discriminator Loss: 0.5823... Generator Loss: 1.8384 Epoch 1/1... Discriminator Loss: 0.7113... Generator Loss: 1.3268 Epoch 1/1... Discriminator Loss: 0.9655... Generator Loss: 0.8713 Epoch 1/1... Discriminator Loss: 0.4656... Generator Loss: 2.3260 Epoch 1/1... Discriminator Loss: 0.6200... Generator Loss: 1.4352 Epoch 1/1... Discriminator Loss: 0.5651... Generator Loss: 1.5770 Epoch 1/1... Discriminator Loss: 0.7706... 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Epoch 1/1... Discriminator Loss: 0.5472... Generator Loss: 1.9537 Epoch 1/1... Discriminator Loss: 0.3982... Generator Loss: 3.5857 Epoch 1/1... Discriminator Loss: 0.6902... Generator Loss: 1.3930 Epoch 1/1... Discriminator Loss: 0.6665... Generator Loss: 1.3424 Epoch 1/1... Discriminator Loss: 0.4866... Generator Loss: 2.9254 Epoch 1/1... Discriminator Loss: 0.3926... Generator Loss: 3.5036 Epoch 1/1... Discriminator Loss: 0.5001... Generator Loss: 2.0814 Epoch 1/1... Discriminator Loss: 0.7099... Generator Loss: 1.2662 Epoch 1/1... Discriminator Loss: 0.5945... Generator Loss: 2.0493 Epoch 1/1... Discriminator Loss: 0.8023... Generator Loss: 1.0511 Epoch 1/1... Discriminator Loss: 0.7127... Generator Loss: 1.2553 Epoch 1/1... Discriminator Loss: 0.4684... Generator Loss: 2.5106 Epoch 1/1... Discriminator Loss: 0.7572... Generator Loss: 1.1617 Epoch 1/1... Discriminator Loss: 0.7806... Generator Loss: 1.0800 Epoch 1/1... Discriminator Loss: 0.6771... 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Epoch 1/1... Discriminator Loss: 0.5015... Generator Loss: 2.5912 Epoch 1/1... Discriminator Loss: 0.6052... Generator Loss: 1.5772 Epoch 1/1... Discriminator Loss: 0.4870... Generator Loss: 1.9570 Epoch 1/1... Discriminator Loss: 0.6636... Generator Loss: 1.2979 Epoch 1/1... Discriminator Loss: 0.4448... Generator Loss: 2.6172 Epoch 1/1... Discriminator Loss: 0.6463... Generator Loss: 1.3774 Epoch 1/1... Discriminator Loss: 0.3777... Generator Loss: 4.2247 Epoch 1/1... Discriminator Loss: 0.4788... Generator Loss: 2.0827 Epoch 1/1... Discriminator Loss: 0.5908... Generator Loss: 1.6025 Epoch 1/1... Discriminator Loss: 0.5994... Generator Loss: 1.5298 Epoch 1/1... Discriminator Loss: 0.5949... Generator Loss: 1.4870 Epoch 1/1... Discriminator Loss: 0.4427... Generator Loss: 2.3414 Epoch 1/1... Discriminator Loss: 0.5709... Generator Loss: 1.7111 Epoch 1/1... Discriminator Loss: 0.5918... Generator Loss: 1.6876 Epoch 1/1... Discriminator Loss: 0.4044... 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Epoch 1/1... Discriminator Loss: 0.4054... Generator Loss: 2.8282 Epoch 1/1... Discriminator Loss: 0.6397... Generator Loss: 1.4663 Epoch 1/1... Discriminator Loss: 0.5750... Generator Loss: 1.9389 Epoch 1/1... Discriminator Loss: 0.5348... Generator Loss: 1.9705 Epoch 1/1... Discriminator Loss: 0.4641... Generator Loss: 2.1796 Epoch 1/1... Discriminator Loss: 0.5648... Generator Loss: 1.6140 Epoch 1/1... Discriminator Loss: 0.7710... Generator Loss: 1.1119 Epoch 1/1... Discriminator Loss: 0.4668... Generator Loss: 2.6121 Epoch 1/1... Discriminator Loss: 0.3551... Generator Loss: 4.2575 Epoch 1/1... Discriminator Loss: 0.6349... Generator Loss: 1.4826 Epoch 1/1... Discriminator Loss: 0.3705... Generator Loss: 4.8457 Epoch 1/1... Discriminator Loss: 0.4763... Generator Loss: 2.2190 Epoch 1/1... Discriminator Loss: 0.4278... Generator Loss: 2.5958 Epoch 1/1... Discriminator Loss: 0.5282... Generator Loss: 1.9155 Epoch 1/1... Discriminator Loss: 0.3847... 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Epoch 1/1... Discriminator Loss: 0.5367... Generator Loss: 1.9563 Epoch 1/1... Discriminator Loss: 0.8089... Generator Loss: 1.0619 Epoch 1/1... Discriminator Loss: 0.5268... Generator Loss: 2.1070 Epoch 1/1... Discriminator Loss: 0.6155... Generator Loss: 1.5530 Epoch 1/1... Discriminator Loss: 0.7819... Generator Loss: 1.1117 Epoch 1/1... Discriminator Loss: 0.4960... Generator Loss: 2.4829 Epoch 1/1... Discriminator Loss: 0.3856... Generator Loss: 3.5467 Epoch 1/1... Discriminator Loss: 0.6416... Generator Loss: 1.4145 Epoch 1/1... Discriminator Loss: 0.6762... Generator Loss: 1.2348 Epoch 1/1... Discriminator Loss: 0.8186... Generator Loss: 1.0506 Epoch 1/1... Discriminator Loss: 0.5747... Generator Loss: 2.4016 Epoch 1/1... Discriminator Loss: 0.9688... Generator Loss: 0.9815 Epoch 1/1... Discriminator Loss: 0.5051... Generator Loss: 2.1104 Epoch 1/1... Discriminator Loss: 0.5566... Generator Loss: 1.9704 Epoch 1/1... Discriminator Loss: 1.1981... 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Epoch 1/1... Discriminator Loss: 0.8246... Generator Loss: 1.0931 Epoch 1/1... Discriminator Loss: 1.3555... Generator Loss: 0.5852 Epoch 1/1... Discriminator Loss: 1.2652... Generator Loss: 0.6238 Epoch 1/1... Discriminator Loss: 0.7463... Generator Loss: 1.8921 Epoch 1/1... Discriminator Loss: 0.7264... Generator Loss: 1.3185 Epoch 1/1... Discriminator Loss: 2.0847... Generator Loss: 0.4709 Epoch 1/1... Discriminator Loss: 2.5527... Generator Loss: 4.1064 Epoch 1/1... Discriminator Loss: 1.9205... Generator Loss: 0.4983 Epoch 1/1... Discriminator Loss: 0.8278... Generator Loss: 2.7003 Epoch 1/1... Discriminator Loss: 1.5868... Generator Loss: 0.5117 Epoch 1/1... Discriminator Loss: 0.9531... Generator Loss: 3.0756 Epoch 1/1... Discriminator Loss: 1.4107... Generator Loss: 0.6866 Epoch 1/1... Discriminator Loss: 1.2148... Generator Loss: 0.7339 Epoch 1/1... Discriminator Loss: 1.0410... Generator Loss: 2.5998 Epoch 1/1... Discriminator Loss: 0.9282... 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Epoch 1/1... Discriminator Loss: 0.4810... Generator Loss: 2.1198 Epoch 1/1... Discriminator Loss: 0.5353... Generator Loss: 1.7930 Epoch 1/1... Discriminator Loss: 0.4179... Generator Loss: 2.6789 Epoch 1/1... Discriminator Loss: 0.6599... Generator Loss: 1.3619 Epoch 1/1... Discriminator Loss: 0.6177... Generator Loss: 1.4251 Epoch 1/1... Discriminator Loss: 0.5207... Generator Loss: 2.1050 Epoch 1/1... Discriminator Loss: 0.4473... Generator Loss: 2.3929 Epoch 1/1... Discriminator Loss: 0.4897... Generator Loss: 2.0888 Epoch 1/1... Discriminator Loss: 0.8784... Generator Loss: 0.9435 Epoch 1/1... Discriminator Loss: 0.4467... Generator Loss: 3.3891 Epoch 1/1... Discriminator Loss: 0.3614... Generator Loss: 4.0737 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 0.6713 Epoch 1/1... Discriminator Loss: 0.4106... Generator Loss: 2.7921 Epoch 1/1... Discriminator Loss: 0.4654... Generator Loss: 2.9030 Epoch 1/1... Discriminator Loss: 0.9892... 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Epoch 1/1... Discriminator Loss: 0.4681... Generator Loss: 2.5081 Epoch 1/1... Discriminator Loss: 0.5068... Generator Loss: 2.0373 Epoch 1/1... Discriminator Loss: 0.9905... Generator Loss: 0.8432 Epoch 1/1... Discriminator Loss: 0.6736... Generator Loss: 1.7673 Epoch 1/1... Discriminator Loss: 0.5671... Generator Loss: 1.6814 Epoch 1/1... Discriminator Loss: 0.9375... Generator Loss: 0.8732 Epoch 1/1... Discriminator Loss: 0.5483... Generator Loss: 5.1144 Epoch 1/1... Discriminator Loss: 0.8599... Generator Loss: 1.0255 Epoch 1/1... Discriminator Loss: 0.7263... Generator Loss: 1.2162 Epoch 1/1... Discriminator Loss: 0.5227... Generator Loss: 1.9704 Epoch 1/1... Discriminator Loss: 0.3463... Generator Loss: 4.5756 Epoch 1/1... Discriminator Loss: 0.3744... Generator Loss: 3.4342 Epoch 1/1... Discriminator Loss: 0.7006... Generator Loss: 1.2594 Epoch 1/1... Discriminator Loss: 0.5227... Generator Loss: 1.9711 Epoch 1/1... Discriminator Loss: 0.4644... 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Epoch 1/1... Discriminator Loss: 0.5252... Generator Loss: 1.8558 Epoch 1/1... Discriminator Loss: 0.4224... Generator Loss: 3.6134 Epoch 1/1... Discriminator Loss: 0.4794... Generator Loss: 2.1345 Epoch 1/1... Discriminator Loss: 0.4181... Generator Loss: 2.7046 Epoch 1/1... Discriminator Loss: 0.6121... Generator Loss: 1.4775 Epoch 1/1... Discriminator Loss: 0.8173... Generator Loss: 1.0846 Epoch 1/1... Discriminator Loss: 0.9649... Generator Loss: 2.9984 Epoch 1/1... Discriminator Loss: 1.3056... Generator Loss: 0.6729 Epoch 1/1... Discriminator Loss: 0.7342... Generator Loss: 1.6397 Epoch 1/1... Discriminator Loss: 0.9838... Generator Loss: 1.0360 Epoch 1/1... Discriminator Loss: 0.6292... Generator Loss: 1.6884 Epoch 1/1... Discriminator Loss: 1.5815... Generator Loss: 0.5630 Epoch 1/1... Discriminator Loss: 0.5463... Generator Loss: 2.0019 Epoch 1/1... Discriminator Loss: 0.6003... Generator Loss: 2.8910 Epoch 1/1... Discriminator Loss: 0.8704... 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Epoch 1/1... Discriminator Loss: 0.3848... Generator Loss: 3.6092 Epoch 1/1... Discriminator Loss: 1.3113... Generator Loss: 0.6782 Epoch 1/1... Discriminator Loss: 0.6094... Generator Loss: 1.9144 Epoch 1/1... Discriminator Loss: 0.5819... Generator Loss: 1.9027 Epoch 1/1... Discriminator Loss: 1.7334... Generator Loss: 0.5002 Epoch 1/1... Discriminator Loss: 0.7502... Generator Loss: 2.1309 Epoch 1/1... Discriminator Loss: 0.6010... Generator Loss: 1.7764 Epoch 1/1... Discriminator Loss: 1.2889... Generator Loss: 0.6752 Epoch 1/1... Discriminator Loss: 0.5563... Generator Loss: 3.8361 Epoch 1/1... Discriminator Loss: 0.5185... Generator Loss: 2.1918 Epoch 1/1... Discriminator Loss: 1.1154... Generator Loss: 0.8090 Epoch 1/1... Discriminator Loss: 0.8009... Generator Loss: 2.3831 Epoch 1/1... Discriminator Loss: 0.7391... Generator Loss: 1.2125 Epoch 1/1... Discriminator Loss: 0.6033... Generator Loss: 1.6310 Epoch 1/1... Discriminator Loss: 0.5133... 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Epoch 1/1... Discriminator Loss: 0.9431... Generator Loss: 3.2894 Epoch 1/1... Discriminator Loss: 1.9140... Generator Loss: 0.4708 Epoch 1/1... Discriminator Loss: 2.4995... Generator Loss: 4.7330 Epoch 1/1... Discriminator Loss: 1.6605... Generator Loss: 0.6047 Epoch 1/1... Discriminator Loss: 0.7128... Generator Loss: 1.5710 Epoch 1/1... Discriminator Loss: 0.7265... Generator Loss: 1.4320 Epoch 1/1... Discriminator Loss: 0.8239... Generator Loss: 1.0882 Epoch 1/1... Discriminator Loss: 0.6606... Generator Loss: 1.5332 Epoch 1/1... Discriminator Loss: 0.6767... Generator Loss: 1.3922 Epoch 1/1... Discriminator Loss: 0.7588... Generator Loss: 1.1964 Epoch 1/1... Discriminator Loss: 0.9776... Generator Loss: 0.8661 Epoch 1/1... Discriminator Loss: 0.5722... Generator Loss: 1.7690 Epoch 1/1... Discriminator Loss: 0.5410... Generator Loss: 1.8412 Epoch 1/1... Discriminator Loss: 0.4269... Generator Loss: 2.5616 Epoch 1/1... Discriminator Loss: 0.4681... 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Generator Loss: 1.3930 Epoch 1/1... Discriminator Loss: 0.5370... Generator Loss: 2.0255 Epoch 1/1... Discriminator Loss: 1.1456... Generator Loss: 0.7064 Epoch 1/1... Discriminator Loss: 0.5212... Generator Loss: 2.4672 Epoch 1/1... Discriminator Loss: 0.6504... Generator Loss: 1.4382 Epoch 1/1... Discriminator Loss: 0.7552... Generator Loss: 1.2327 Epoch 1/1... Discriminator Loss: 0.6453... Generator Loss: 2.3098 Epoch 1/1... Discriminator Loss: 0.5742... Generator Loss: 1.5998 Epoch 1/1... Discriminator Loss: 0.5202... Generator Loss: 1.9905 Epoch 1/1... Discriminator Loss: 0.4811... Generator Loss: 2.3203 Epoch 1/1... Discriminator Loss: 0.4085... Generator Loss: 2.9521 Epoch 1/1... Discriminator Loss: 0.8319... Generator Loss: 0.9616 Epoch 1/1... Discriminator Loss: 0.4297... Generator Loss: 2.9127 Epoch 1/1... Discriminator Loss: 0.4430... Generator Loss: 2.7210 Epoch 1/1... Discriminator Loss: 0.9882... Generator Loss: 0.8686 Epoch 1/1... Discriminator Loss: 0.5160... 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Epoch 1/1... Discriminator Loss: 0.5621... Generator Loss: 1.6980 Epoch 1/1... Discriminator Loss: 0.5599... Generator Loss: 1.8400 Epoch 1/1... Discriminator Loss: 0.6308... Generator Loss: 1.3886 Epoch 1/1... Discriminator Loss: 0.5579... Generator Loss: 1.6458 Epoch 1/1... Discriminator Loss: 0.5597... Generator Loss: 1.6917 Epoch 1/1... Discriminator Loss: 0.4019... Generator Loss: 3.3039 Epoch 1/1... Discriminator Loss: 0.5862... Generator Loss: 1.6609 Epoch 1/1... Discriminator Loss: 0.6717... Generator Loss: 1.4262 Epoch 1/1... Discriminator Loss: 0.6096... Generator Loss: 1.9202 Epoch 1/1... Discriminator Loss: 0.4125... Generator Loss: 3.2607 Epoch 1/1... Discriminator Loss: 0.6432... Generator Loss: 1.4028 Epoch 1/1... Discriminator Loss: 1.5002... Generator Loss: 0.5007 Epoch 1/1... Discriminator Loss: 0.6387... Generator Loss: 1.6361 Epoch 1/1... Discriminator Loss: 0.5655... Generator Loss: 1.7329 Epoch 1/1... Discriminator Loss: 0.4640... 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Epoch 1/1... Discriminator Loss: 0.9103... Generator Loss: 0.9251 Epoch 1/1... Discriminator Loss: 0.6219... Generator Loss: 1.5283 Epoch 1/1... Discriminator Loss: 0.7106... Generator Loss: 1.2114 Epoch 1/1... Discriminator Loss: 0.5746... Generator Loss: 2.2467 Epoch 1/1... Discriminator Loss: 0.7065... Generator Loss: 1.2447 Epoch 1/1... Discriminator Loss: 0.9960... Generator Loss: 0.8812 Epoch 1/1... Discriminator Loss: 0.4508... Generator Loss: 3.3372 Epoch 1/1... Discriminator Loss: 0.6299... Generator Loss: 1.6001 Epoch 1/1... Discriminator Loss: 1.4972... Generator Loss: 0.5500 Epoch 1/1... Discriminator Loss: 0.7841... Generator Loss: 3.3228 Epoch 1/1... Discriminator Loss: 1.2186... Generator Loss: 0.7016 Epoch 1/1... Discriminator Loss: 1.8149... Generator Loss: 3.9056 Epoch 1/1... Discriminator Loss: 2.1851... Generator Loss: 0.4162 Epoch 1/1... Discriminator Loss: 2.0494... Generator Loss: 4.3686 Epoch 1/1... Discriminator Loss: 1.4705... 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Epoch 1/1... Discriminator Loss: 0.6821... Generator Loss: 1.3101 Epoch 1/1... Discriminator Loss: 0.8955... Generator Loss: 0.9167 Epoch 1/1... Discriminator Loss: 0.5868... Generator Loss: 1.7553 Epoch 1/1... Discriminator Loss: 0.9239... Generator Loss: 0.9608 Epoch 1/1... Discriminator Loss: 0.4628... Generator Loss: 2.1988 Epoch 1/1... Discriminator Loss: 0.6039... Generator Loss: 2.8214 Epoch 1/1... Discriminator Loss: 0.7489... Generator Loss: 1.1335 Epoch 1/1... Discriminator Loss: 0.8192... Generator Loss: 1.0680 Epoch 1/1... Discriminator Loss: 0.5450... Generator Loss: 2.0429 Epoch 1/1... Discriminator Loss: 0.8835... Generator Loss: 0.9180 Epoch 1/1... Discriminator Loss: 0.5321... Generator Loss: 1.7846 Epoch 1/1... Discriminator Loss: 0.7104... Generator Loss: 1.2019 Epoch 1/1... Discriminator Loss: 0.5258... Generator Loss: 1.8812 Epoch 1/1... Discriminator Loss: 0.6685... Generator Loss: 1.3918 Epoch 1/1... Discriminator Loss: 0.5243... 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Epoch 1/1... Discriminator Loss: 0.8905... Generator Loss: 3.0286 Epoch 1/1... Discriminator Loss: 0.8234... Generator Loss: 1.1162 Epoch 1/1... Discriminator Loss: 0.5235... Generator Loss: 2.0388 Epoch 1/1... Discriminator Loss: 1.0015... Generator Loss: 0.8485 Epoch 1/1... Discriminator Loss: 0.5738... Generator Loss: 1.7642 Epoch 1/1... Discriminator Loss: 0.5554... Generator Loss: 2.3008 Epoch 1/1... Discriminator Loss: 0.4938... Generator Loss: 2.1528 Epoch 1/1... Discriminator Loss: 0.8851... Generator Loss: 1.0122 Epoch 1/1... Discriminator Loss: 0.7023... Generator Loss: 2.8340 Epoch 1/1... Discriminator Loss: 0.4330... Generator Loss: 2.8821 Epoch 1/1... Discriminator Loss: 1.6857... Generator Loss: 0.4670 Epoch 1/1... Discriminator Loss: 0.7167... Generator Loss: 1.3990 Epoch 1/1... Discriminator Loss: 1.1240... Generator Loss: 3.6118 Epoch 1/1... Discriminator Loss: 1.4249... Generator Loss: 0.6993 Epoch 1/1... Discriminator Loss: 0.6614... 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Epoch 1/1... Discriminator Loss: 0.5597... Generator Loss: 1.6728 Epoch 1/1... Discriminator Loss: 0.4834... Generator Loss: 2.3515 Epoch 1/1... Discriminator Loss: 0.6146... Generator Loss: 1.5439 Epoch 1/1... Discriminator Loss: 1.6580... Generator Loss: 0.4581 Epoch 1/1... Discriminator Loss: 1.4969... Generator Loss: 5.2880 Epoch 1/1... Discriminator Loss: 0.6485... Generator Loss: 2.1546 Epoch 1/1... Discriminator Loss: 1.2249... Generator Loss: 0.6865 Epoch 1/1... Discriminator Loss: 0.7635... Generator Loss: 2.6259 Epoch 1/1... Discriminator Loss: 1.6376... Generator Loss: 0.4644 Epoch 1/1... Discriminator Loss: 0.9393... Generator Loss: 0.8990 Epoch 1/1... Discriminator Loss: 0.7730... Generator Loss: 1.5628 Epoch 1/1... Discriminator Loss: 1.6438... Generator Loss: 0.4921 Epoch 1/1... Discriminator Loss: 0.6952... Generator Loss: 1.3086 Epoch 1/1... Discriminator Loss: 0.6241... Generator Loss: 2.3365 Epoch 1/1... Discriminator Loss: 1.5720... 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Generator Loss: 2.3004 Epoch 1/1... Discriminator Loss: 0.7065... Generator Loss: 1.3864 Epoch 1/1... Discriminator Loss: 1.0209... Generator Loss: 0.8739 Epoch 1/1... Discriminator Loss: 1.0687... Generator Loss: 0.7949 Epoch 1/1... Discriminator Loss: 0.7218... Generator Loss: 1.3776 Epoch 1/1... Discriminator Loss: 0.4911... Generator Loss: 2.0697 Epoch 1/1... Discriminator Loss: 0.3470... Generator Loss: 5.4223 Epoch 1/1... Discriminator Loss: 1.1780... Generator Loss: 0.6736 Epoch 1/1... Discriminator Loss: 0.5822... Generator Loss: 1.8111 Epoch 1/1... Discriminator Loss: 0.5775... Generator Loss: 1.9119 Epoch 1/1... Discriminator Loss: 0.7461... Generator Loss: 1.2155 Epoch 1/1... Discriminator Loss: 0.5143... Generator Loss: 1.9143 Epoch 1/1... Discriminator Loss: 0.6090... Generator Loss: 1.5505 Epoch 1/1... Discriminator Loss: 0.6946... Generator Loss: 1.2368 Epoch 1/1... Discriminator Loss: 0.6360... Generator Loss: 1.4699 Epoch 1/1... Discriminator Loss: 0.4849... 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Epoch 1/1... Discriminator Loss: 0.7522... Generator Loss: 1.4458 Epoch 1/1... Discriminator Loss: 0.7502... Generator Loss: 1.2150 Epoch 1/1... Discriminator Loss: 0.7102... Generator Loss: 1.2596 Epoch 1/1... Discriminator Loss: 0.5473... Generator Loss: 1.9014 Epoch 1/1... Discriminator Loss: 0.6636... Generator Loss: 2.6793 Epoch 1/1... Discriminator Loss: 0.6338... Generator Loss: 1.3770 Epoch 1/1... Discriminator Loss: 1.0150... Generator Loss: 0.8678 Epoch 1/1... Discriminator Loss: 0.7148... Generator Loss: 2.3999 Epoch 1/1... Discriminator Loss: 0.6508... Generator Loss: 1.5403 Epoch 1/1... Discriminator Loss: 0.8397... Generator Loss: 0.9973 Epoch 1/1... Discriminator Loss: 0.8461... Generator Loss: 0.9996 Epoch 1/1... Discriminator Loss: 0.6570... Generator Loss: 1.9493 Epoch 1/1... Discriminator Loss: 0.5519... Generator Loss: 1.8055 Epoch 1/1... Discriminator Loss: 1.5037... Generator Loss: 0.5080 Epoch 1/1... Discriminator Loss: 0.7392... 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Epoch 1/1... Discriminator Loss: 0.5538... Generator Loss: 1.6833 Epoch 1/1... Discriminator Loss: 0.3775... Generator Loss: 4.2632 Epoch 1/1... Discriminator Loss: 0.5861... Generator Loss: 1.5884 Epoch 1/1... Discriminator Loss: 0.6723... Generator Loss: 1.3386 Epoch 1/1... Discriminator Loss: 0.9414... Generator Loss: 0.9203 Epoch 1/1... Discriminator Loss: 0.4506... Generator Loss: 3.0520 Epoch 1/1... Discriminator Loss: 0.4538... Generator Loss: 2.6100 Epoch 1/1... Discriminator Loss: 0.9360... Generator Loss: 0.9448 Epoch 1/1... Discriminator Loss: 0.6409... Generator Loss: 1.4991 Epoch 1/1... Discriminator Loss: 0.5880... Generator Loss: 2.1376 Epoch 1/1... Discriminator Loss: 0.7636... Generator Loss: 1.1282 Epoch 1/1... Discriminator Loss: 0.6601... Generator Loss: 1.3474 Epoch 1/1... Discriminator Loss: 0.9526... Generator Loss: 0.8429 Epoch 1/1... Discriminator Loss: 0.6084... Generator Loss: 2.4204 Epoch 1/1... Discriminator Loss: 0.6791... 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Epoch 1/1... Discriminator Loss: 0.5716... Generator Loss: 1.6894 Epoch 1/1... Discriminator Loss: 0.4558... Generator Loss: 2.2552 Epoch 1/1... Discriminator Loss: 0.6113... Generator Loss: 1.4101 Epoch 1/1... Discriminator Loss: 0.5933... Generator Loss: 1.7646 Epoch 1/1... Discriminator Loss: 0.7527... Generator Loss: 1.1966 Epoch 1/1... Discriminator Loss: 0.6324... Generator Loss: 1.4806 Epoch 1/1... Discriminator Loss: 0.5684... Generator Loss: 1.7482 Epoch 1/1... Discriminator Loss: 0.8026... Generator Loss: 1.0290 Epoch 1/1... Discriminator Loss: 0.4839... Generator Loss: 2.6779 Epoch 1/1... Discriminator Loss: 0.5248... Generator Loss: 1.9774 Epoch 1/1... Discriminator Loss: 0.6704... Generator Loss: 1.3072 Epoch 1/1... Discriminator Loss: 0.6558... Generator Loss: 1.3557 Epoch 1/1... Discriminator Loss: 0.6100... Generator Loss: 1.7057 Epoch 1/1... Discriminator Loss: 0.7975... Generator Loss: 1.0231 Epoch 1/1... Discriminator Loss: 0.8032... 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Epoch 1/1... Discriminator Loss: 0.6577... Generator Loss: 1.4337 Epoch 1/1... Discriminator Loss: 0.6788... Generator Loss: 1.3645 Epoch 1/1... Discriminator Loss: 0.6415... Generator Loss: 1.7573 Epoch 1/1... Discriminator Loss: 0.8094... Generator Loss: 1.2019 Epoch 1/1... Discriminator Loss: 1.1207... Generator Loss: 0.7160 Epoch 1/1... Discriminator Loss: 0.4128... Generator Loss: 3.1645 Epoch 1/1... Discriminator Loss: 0.4314... Generator Loss: 3.2745 Epoch 1/1... Discriminator Loss: 1.0719... Generator Loss: 0.8291 Epoch 1/1... Discriminator Loss: 0.8851... Generator Loss: 0.9842 Epoch 1/1... Discriminator Loss: 0.4479... Generator Loss: 2.8911 Epoch 1/1... Discriminator Loss: 1.4085... Generator Loss: 0.5824 Epoch 1/1... Discriminator Loss: 0.6214... Generator Loss: 2.4438 Epoch 1/1... Discriminator Loss: 1.0407... Generator Loss: 0.8053 Epoch 1/1... Discriminator Loss: 0.7273... Generator Loss: 1.3018 Epoch 1/1... Discriminator Loss: 0.5862... 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Generator Loss: 1.5804 Epoch 1/1... Discriminator Loss: 0.7699... Generator Loss: 1.2171 Epoch 1/1... Discriminator Loss: 0.8007... Generator Loss: 2.0896 Epoch 1/1... Discriminator Loss: 1.0230... Generator Loss: 0.8464 Epoch 1/1... Discriminator Loss: 0.9058... Generator Loss: 0.9810 Epoch 1/1... Discriminator Loss: 0.9449... Generator Loss: 2.2457 Epoch 1/1... Discriminator Loss: 0.7230... Generator Loss: 1.4314 Epoch 1/1... Discriminator Loss: 0.8805... Generator Loss: 0.9329 Epoch 1/1... Discriminator Loss: 0.9437... Generator Loss: 2.1017 Epoch 1/1... Discriminator Loss: 1.6126... Generator Loss: 0.5010 Epoch 1/1... Discriminator Loss: 0.6661... Generator Loss: 1.7295 Epoch 1/1... Discriminator Loss: 0.7589... Generator Loss: 1.6638 Epoch 1/1... Discriminator Loss: 1.1482... Generator Loss: 0.7965 Epoch 1/1... Discriminator Loss: 0.7775... Generator Loss: 1.1314 Epoch 1/1... Discriminator Loss: 0.6226... Generator Loss: 1.6462 Epoch 1/1... Discriminator Loss: 0.5419... Generator Loss: 1.9650 Epoch 1/1... Discriminator Loss: 0.4653... Generator Loss: 2.2890 Epoch 1/1... Discriminator Loss: 0.4457... Generator Loss: 2.4190 Epoch 1/1... Discriminator Loss: 0.9065... Generator Loss: 0.9132 Epoch 1/1... Discriminator Loss: 0.7816... Generator Loss: 1.1271 Epoch 1/1... Discriminator Loss: 0.7309... Generator Loss: 1.3431 Epoch 1/1... Discriminator Loss: 0.8560... Generator Loss: 1.0021 Epoch 1/1... Discriminator Loss: 0.6977... Generator Loss: 1.4123 Epoch 1/1... Discriminator Loss: 0.9710... Generator Loss: 0.8388 Epoch 1/1... Discriminator Loss: 0.6050... Generator Loss: 1.4962 Epoch 1/1... Discriminator Loss: 0.7063... Generator Loss: 1.3133 Epoch 1/1... Discriminator Loss: 0.4627... Generator Loss: 2.3584 Epoch 1/1... Discriminator Loss: 0.8305... Generator Loss: 1.0647 Epoch 1/1... Discriminator Loss: 0.8139... Generator Loss: 1.2134 Epoch 1/1... Discriminator Loss: 0.7176... Generator Loss: 1.7913 Epoch 1/1... Discriminator Loss: 1.3318... Generator Loss: 0.6133 Epoch 1/1... Discriminator Loss: 0.9092... Generator Loss: 1.0035 Epoch 1/1... Discriminator Loss: 0.7499... Generator Loss: 1.7979 Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 0.6882 Epoch 1/1... Discriminator Loss: 0.8381... Generator Loss: 1.0169 Epoch 1/1... Discriminator Loss: 0.4682... Generator Loss: 3.9559 Epoch 1/1... Discriminator Loss: 0.7173... Generator Loss: 1.3069 Epoch 1/1... Discriminator Loss: 0.5154... Generator Loss: 1.8248 Epoch 1/1... Discriminator Loss: 0.8187... Generator Loss: 1.1181 Epoch 1/1... Discriminator Loss: 0.6092... Generator Loss: 2.5533 Epoch 1/1... Discriminator Loss: 0.7075... Generator Loss: 1.2896 Epoch 1/1... Discriminator Loss: 0.6712... Generator Loss: 1.3120 Epoch 1/1... Discriminator Loss: 0.4979... Generator Loss: 1.9317 Epoch 1/1... Discriminator Loss: 1.1757... Generator Loss: 0.6866 Epoch 1/1... Discriminator Loss: 0.7089... Generator Loss: 1.3171 Epoch 1/1... Discriminator Loss: 0.4325... 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Epoch 1/1... Discriminator Loss: 0.8610... Generator Loss: 0.9604 Epoch 1/1... Discriminator Loss: 0.6507... Generator Loss: 1.3946 Epoch 1/1... Discriminator Loss: 0.5364... Generator Loss: 2.2446 Epoch 1/1... Discriminator Loss: 1.4477... Generator Loss: 0.5354 Epoch 1/1... Discriminator Loss: 0.4537... Generator Loss: 2.3595 Epoch 1/1... Discriminator Loss: 0.7156... Generator Loss: 1.3388 Epoch 1/1... Discriminator Loss: 0.6623... Generator Loss: 1.3658 Epoch 1/1... Discriminator Loss: 0.6533... Generator Loss: 1.5013 Epoch 1/1... Discriminator Loss: 0.8339... Generator Loss: 1.0328 Epoch 1/1... Discriminator Loss: 0.7855... Generator Loss: 1.9353 Epoch 1/1... Discriminator Loss: 0.6272... Generator Loss: 1.4104 Epoch 1/1... Discriminator Loss: 2.0803... Generator Loss: 0.4176 Epoch 1/1... Discriminator Loss: 0.5949... Generator Loss: 4.4459 Epoch 1/1... Discriminator Loss: 1.9411... Generator Loss: 0.4904 Epoch 1/1... Discriminator Loss: 0.6878... 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Generator Loss: 2.2017 Epoch 1/1... Discriminator Loss: 1.6290... Generator Loss: 0.5186 Epoch 1/1... Discriminator Loss: 0.6881... Generator Loss: 1.9391 Epoch 1/1... Discriminator Loss: 0.8516... Generator Loss: 1.2661 Epoch 1/1... Discriminator Loss: 0.8810... Generator Loss: 0.9248 Epoch 1/1... Discriminator Loss: 0.7209... Generator Loss: 1.3404 Epoch 1/1... Discriminator Loss: 0.6448... Generator Loss: 1.4562 Epoch 1/1... Discriminator Loss: 0.8831... Generator Loss: 0.9177 Epoch 1/1... Discriminator Loss: 0.7188... Generator Loss: 1.3725 Epoch 1/1... Discriminator Loss: 0.6931... Generator Loss: 1.4385 Epoch 1/1... Discriminator Loss: 0.7391... Generator Loss: 1.3042 Epoch 1/1... Discriminator Loss: 0.6600... Generator Loss: 1.4525 Epoch 1/1... Discriminator Loss: 0.7016... Generator Loss: 1.2205 Epoch 1/1... Discriminator Loss: 0.5691... Generator Loss: 1.6189 Epoch 1/1... Discriminator Loss: 0.5023... Generator Loss: 1.9906 Epoch 1/1... Discriminator Loss: 0.6122... 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Epoch 1/1... Discriminator Loss: 1.1122... Generator Loss: 0.7811 Epoch 1/1... Discriminator Loss: 0.9866... Generator Loss: 0.9630 Epoch 1/1... Discriminator Loss: 0.5691... Generator Loss: 2.4061 Epoch 1/1... Discriminator Loss: 0.6608... Generator Loss: 1.3731 Epoch 1/1... Discriminator Loss: 1.3042... Generator Loss: 0.6769 Epoch 1/1... Discriminator Loss: 0.6512... Generator Loss: 2.4579 Epoch 1/1... Discriminator Loss: 0.8378... Generator Loss: 1.1217 Epoch 1/1... Discriminator Loss: 1.1348... Generator Loss: 0.7049 Epoch 1/1... Discriminator Loss: 0.5901... Generator Loss: 2.1308 Epoch 1/1... Discriminator Loss: 0.6275... Generator Loss: 1.5347 Epoch 1/1... Discriminator Loss: 0.4967... Generator Loss: 2.0503 Epoch 1/1... Discriminator Loss: 0.9376... Generator Loss: 0.8882 Epoch 1/1... Discriminator Loss: 0.6519... Generator Loss: 1.5361 Epoch 1/1... Discriminator Loss: 0.5725... Generator Loss: 1.7703 Epoch 1/1... Discriminator Loss: 0.5201... 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Epoch 1/1... Discriminator Loss: 0.5881... Generator Loss: 1.5942 Epoch 1/1... Discriminator Loss: 0.6157... Generator Loss: 1.4920 Epoch 1/1... Discriminator Loss: 0.4020... Generator Loss: 2.9696 Epoch 1/1... Discriminator Loss: 0.5510... Generator Loss: 1.7545 Epoch 1/1... Discriminator Loss: 0.9785... Generator Loss: 0.8573 Epoch 1/1... Discriminator Loss: 0.7062... Generator Loss: 1.4898 Epoch 1/1... Discriminator Loss: 0.6542... Generator Loss: 1.5356 Epoch 1/1... Discriminator Loss: 0.6400... Generator Loss: 1.4680 Epoch 1/1... Discriminator Loss: 0.9293... Generator Loss: 0.9299 Epoch 1/1... Discriminator Loss: 0.6062... Generator Loss: 1.5934 Epoch 1/1... Discriminator Loss: 0.5071... Generator Loss: 2.5652 Epoch 1/1... Discriminator Loss: 0.5386... Generator Loss: 1.8954 Epoch 1/1... Discriminator Loss: 0.8793... Generator Loss: 0.9842 Epoch 1/1... Discriminator Loss: 0.5931... Generator Loss: 1.5749 Epoch 1/1... Discriminator Loss: 0.7789... 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Epoch 1/1... Discriminator Loss: 0.4827... Generator Loss: 2.7109 Epoch 1/1... Discriminator Loss: 0.5004... Generator Loss: 2.1394 Epoch 1/1... Discriminator Loss: 0.5014... Generator Loss: 2.0646 Epoch 1/1... Discriminator Loss: 0.5924... Generator Loss: 1.6051 Epoch 1/1... Discriminator Loss: 0.8462... Generator Loss: 1.0628 Epoch 1/1... Discriminator Loss: 0.8002... Generator Loss: 1.1502 Epoch 1/1... Discriminator Loss: 0.6968... Generator Loss: 1.7287 Epoch 1/1... Discriminator Loss: 0.9562... Generator Loss: 0.8955 Epoch 1/1... Discriminator Loss: 0.5695... Generator Loss: 1.7036 Epoch 1/1... Discriminator Loss: 0.5811... Generator Loss: 1.6238 Epoch 1/1... Discriminator Loss: 0.8211... Generator Loss: 1.0439 Epoch 1/1... Discriminator Loss: 0.9001... Generator Loss: 0.9452 Epoch 1/1... Discriminator Loss: 0.5673... Generator Loss: 1.7167 Epoch 1/1... Discriminator Loss: 0.6185... Generator Loss: 1.5278 Epoch 1/1... Discriminator Loss: 0.8126... 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Epoch 1/1... Discriminator Loss: 0.4937... Generator Loss: 2.3196 Epoch 1/1... Discriminator Loss: 1.0996... Generator Loss: 0.7024 Epoch 1/1... Discriminator Loss: 0.8159... Generator Loss: 1.9619 Epoch 1/1... Discriminator Loss: 1.3324... Generator Loss: 0.6299 Epoch 1/1... Discriminator Loss: 0.7734... Generator Loss: 2.2102 Epoch 1/1... Discriminator Loss: 0.9147... Generator Loss: 1.0765 Epoch 1/1... Discriminator Loss: 0.6876... Generator Loss: 1.6206 Epoch 1/1... Discriminator Loss: 0.8738... Generator Loss: 0.9476 Epoch 1/1... Discriminator Loss: 0.7560... Generator Loss: 1.2210 Epoch 1/1... Discriminator Loss: 0.9692... Generator Loss: 0.8329 Epoch 1/1... Discriminator Loss: 0.6177... Generator Loss: 1.4535 Epoch 1/1... Discriminator Loss: 0.6684... Generator Loss: 1.3407 Epoch 1/1... Discriminator Loss: 0.6139... Generator Loss: 1.5520 Epoch 1/1... Discriminator Loss: 0.7799... Generator Loss: 1.4466 Epoch 1/1... Discriminator Loss: 0.6679... 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Generator Loss: 1.7822 Epoch 1/1... Discriminator Loss: 0.6848... Generator Loss: 1.3957 Epoch 1/1... Discriminator Loss: 0.9175... Generator Loss: 0.9095 Epoch 1/1... Discriminator Loss: 0.8494... Generator Loss: 1.0043 Epoch 1/1... Discriminator Loss: 0.5621... Generator Loss: 1.6346 Epoch 1/1... Discriminator Loss: 0.3741... Generator Loss: 4.7888 Epoch 1/1... Discriminator Loss: 0.8819... Generator Loss: 1.0462 Epoch 1/1... Discriminator Loss: 1.0712... Generator Loss: 0.7472 Epoch 1/1... Discriminator Loss: 0.6550... Generator Loss: 2.0078 Epoch 1/1... Discriminator Loss: 0.6047... Generator Loss: 2.0257 Epoch 1/1... Discriminator Loss: 0.7577... Generator Loss: 1.1587 Epoch 1/1... Discriminator Loss: 0.9954... Generator Loss: 0.8086 Epoch 1/1... Discriminator Loss: 0.6989... Generator Loss: 1.4610 Epoch 1/1... Discriminator Loss: 0.5913... Generator Loss: 1.9014 Epoch 1/1... Discriminator Loss: 0.9916... Generator Loss: 0.8550 Epoch 1/1... Discriminator Loss: 0.9276... 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Epoch 1/1... Discriminator Loss: 1.0540... Generator Loss: 0.7415 Epoch 1/1... Discriminator Loss: 0.7532... Generator Loss: 1.1221 Epoch 1/1... Discriminator Loss: 0.4654... Generator Loss: 3.2439 Epoch 1/1... Discriminator Loss: 0.7983... Generator Loss: 1.0757 Epoch 1/1... Discriminator Loss: 0.9170... Generator Loss: 0.8921 Epoch 1/1... Discriminator Loss: 0.5095... Generator Loss: 2.0217 Epoch 1/1... Discriminator Loss: 0.5892... Generator Loss: 1.6501 Epoch 1/1... Discriminator Loss: 0.6905... Generator Loss: 1.2658 Epoch 1/1... Discriminator Loss: 0.8322... Generator Loss: 0.9894 Epoch 1/1... Discriminator Loss: 0.5350... Generator Loss: 1.7681 Epoch 1/1... Discriminator Loss: 0.9785... Generator Loss: 0.8592 Epoch 1/1... Discriminator Loss: 0.6956... Generator Loss: 1.2628 Epoch 1/1... Discriminator Loss: 0.6669... Generator Loss: 1.6204 Epoch 1/1... Discriminator Loss: 0.5352... Generator Loss: 2.0840 Epoch 1/1... Discriminator Loss: 0.5739... Generator Loss: 1.7344 Epoch 1/1... Discriminator Loss: 0.4738... Generator Loss: 2.1222 Epoch 1/1... Discriminator Loss: 0.4980... Generator Loss: 2.0648 Epoch 1/1... Discriminator Loss: 0.6976... Generator Loss: 1.4421 Epoch 1/1... Discriminator Loss: 0.4558... Generator Loss: 2.8867 Epoch 1/1... Discriminator Loss: 0.8036... Generator Loss: 1.1426 Epoch 1/1... Discriminator Loss: 0.9604... Generator Loss: 0.9071 Epoch 1/1... Discriminator Loss: 0.5533... Generator Loss: 2.6433 Epoch 1/1... Discriminator Loss: 1.0429... Generator Loss: 0.8271 Epoch 1/1... Discriminator Loss: 1.0377... Generator Loss: 0.7589 Epoch 1/1... Discriminator Loss: 0.6865... Generator Loss: 1.5006 Epoch 1/1... Discriminator Loss: 0.6691... Generator Loss: 1.3272 Epoch 1/1... Discriminator Loss: 0.8550... Generator Loss: 1.0283 Epoch 1/1... Discriminator Loss: 0.8131... Generator Loss: 1.0046 Epoch 1/1... Discriminator Loss: 0.6030... Generator Loss: 3.1225 Epoch 1/1... Discriminator Loss: 0.4800... Generator Loss: 2.1294 Epoch 1/1... Discriminator Loss: 0.7129... Generator Loss: 1.3069 Epoch 1/1... Discriminator Loss: 0.7089... Generator Loss: 1.2422 Epoch 1/1... Discriminator Loss: 0.8045... Generator Loss: 1.1077 Epoch 1/1... Discriminator Loss: 0.6038... Generator Loss: 1.5355 Epoch 1/1... Discriminator Loss: 0.6243... Generator Loss: 1.5747 Epoch 1/1... Discriminator Loss: 0.8761... Generator Loss: 0.9264 Epoch 1/1... Discriminator Loss: 0.5091... Generator Loss: 2.4293 Epoch 1/1... Discriminator Loss: 0.7929... Generator Loss: 1.1120 Epoch 1/1... Discriminator Loss: 0.4018... Generator Loss: 3.4219 Epoch 1/1... Discriminator Loss: 1.0639... Generator Loss: 0.8274 Epoch 1/1... Discriminator Loss: 0.4828... Generator Loss: 2.2688 Epoch 1/1... Discriminator Loss: 0.4617... Generator Loss: 2.2371 Epoch 1/1... Discriminator Loss: 0.4634... Generator Loss: 2.2373 Epoch 1/1... Discriminator Loss: 0.6174... Generator Loss: 1.4621 Epoch 1/1... Discriminator Loss: 0.8817... Generator Loss: 0.9780 Epoch 1/1... Discriminator Loss: 0.5816... Generator Loss: 1.7392 Epoch 1/1... Discriminator Loss: 1.1207... Generator Loss: 0.7266 Epoch 1/1... Discriminator Loss: 0.5735... Generator Loss: 1.7729 Epoch 1/1... Discriminator Loss: 0.6363... Generator Loss: 1.7466 Epoch 1/1... Discriminator Loss: 0.8047... Generator Loss: 1.1390 Epoch 1/1... Discriminator Loss: 0.4844... Generator Loss: 2.7047 Epoch 1/1... Discriminator Loss: 0.3998... Generator Loss: 2.8726 Epoch 1/1... Discriminator Loss: 0.6012... Generator Loss: 1.4781 Epoch 1/1... Discriminator Loss: 0.9391... Generator Loss: 0.8715 Epoch 1/1... Discriminator Loss: 0.5842... Generator Loss: 2.8679 Epoch 1/1... Discriminator Loss: 0.7617... Generator Loss: 1.0847 Epoch 1/1... Discriminator Loss: 0.8108... Generator Loss: 1.0211 Epoch 1/1... Discriminator Loss: 0.8724... Generator Loss: 0.9845 Epoch 1/1... Discriminator Loss: 0.6741... Generator Loss: 1.7667 Epoch 1/1... Discriminator Loss: 0.6005... Generator Loss: 1.6074 Epoch 1/1... Discriminator Loss: 0.9079... Generator Loss: 0.9380 Epoch 1/1... Discriminator Loss: 0.5148... Generator Loss: 2.0263 Epoch 1/1... Discriminator Loss: 0.4435... Generator Loss: 2.2866 Epoch 1/1... Discriminator Loss: 1.3856... Generator Loss: 0.6364 Epoch 1/1... Discriminator Loss: 0.9975... Generator Loss: 2.8946 Epoch 1/1... Discriminator Loss: 0.6650... Generator Loss: 1.3846 Epoch 1/1... Discriminator Loss: 0.8883... Generator Loss: 0.9489 Epoch 1/1... Discriminator Loss: 0.8860... Generator Loss: 1.0244 Epoch 1/1... Discriminator Loss: 0.7786... Generator Loss: 2.2019 Epoch 1/1... Discriminator Loss: 1.1008... Generator Loss: 0.9014 Epoch 1/1... Discriminator Loss: 0.5835... Generator Loss: 1.9872 Epoch 1/1... Discriminator Loss: 0.5833... Generator Loss: 1.9178 Epoch 1/1... Discriminator Loss: 1.2351... Generator Loss: 0.7478 Epoch 1/1... Discriminator Loss: 0.7227... Generator Loss: 1.2019 Epoch 1/1... Discriminator Loss: 0.5407... Generator Loss: 3.4382 Epoch 1/1... Discriminator Loss: 0.4341... Generator Loss: 2.5009 Epoch 1/1... Discriminator Loss: 1.4702... Generator Loss: 0.5576 Epoch 1/1... Discriminator Loss: 0.5272... Generator Loss: 2.9387 Epoch 1/1... Discriminator Loss: 0.5724... Generator Loss: 1.5957 Epoch 1/1... Discriminator Loss: 0.7316... Generator Loss: 1.2352 Epoch 1/1... Discriminator Loss: 0.6007... Generator Loss: 1.5404 Epoch 1/1... Discriminator Loss: 0.9826... Generator Loss: 0.8287 Epoch 1/1... Discriminator Loss: 0.5655... Generator Loss: 2.2204 Epoch 1/1... Discriminator Loss: 0.4785... Generator Loss: 2.1984 Epoch 1/1... Discriminator Loss: 1.3925... Generator Loss: 0.6461 Epoch 1/1... Discriminator Loss: 0.6379... Generator Loss: 2.2990 Epoch 1/1... Discriminator Loss: 0.8178... Generator Loss: 1.0497 Epoch 1/1... Discriminator Loss: 0.7047... Generator Loss: 1.2479 Epoch 1/1... Discriminator Loss: 0.6747... Generator Loss: 1.3741 Epoch 1/1... Discriminator Loss: 0.4464... Generator Loss: 2.6237 Epoch 1/1... Discriminator Loss: 0.7665... Generator Loss: 1.1868 Epoch 1/1... Discriminator Loss: 0.7635... Generator Loss: 1.1352 Epoch 1/1... Discriminator Loss: 0.8145... Generator Loss: 1.7729 Epoch 1/1... Discriminator Loss: 0.7899... Generator Loss: 1.1168 Epoch 1/1... Discriminator Loss: 0.5756... Generator Loss: 1.5961 Epoch 1/1... Discriminator Loss: 0.7728... Generator Loss: 1.0701 Epoch 1/1... Discriminator Loss: 0.6488... Generator Loss: 1.4130 Epoch 1/1... Discriminator Loss: 0.4430... Generator Loss: 2.3686 Epoch 1/1... Discriminator Loss: 0.4692... Generator Loss: 2.2597 Epoch 1/1... Discriminator Loss: 0.4410... Generator Loss: 2.6253
Epoch 1/1... Discriminator Loss: 0.9836... Generator Loss: 0.8567 Epoch 1/1... Discriminator Loss: 0.5404... Generator Loss: 2.5128 Epoch 1/1... Discriminator Loss: 0.5198... Generator Loss: 2.2454 Epoch 1/1... Discriminator Loss: 0.4577... Generator Loss: 3.0775 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.5997 Epoch 1/1... Discriminator Loss: 0.5980... Generator Loss: 1.9955 Epoch 1/1... Discriminator Loss: 0.6890... Generator Loss: 1.3533 Epoch 1/1... Discriminator Loss: 0.6722... Generator Loss: 1.3432 Epoch 1/1... Discriminator Loss: 0.8584... Generator Loss: 0.9666 Epoch 1/1... Discriminator Loss: 0.5247... Generator Loss: 2.8416 Epoch 1/1... Discriminator Loss: 0.4809... Generator Loss: 2.3415 Epoch 1/1... Discriminator Loss: 0.7926... Generator Loss: 1.1366 Epoch 1/1... Discriminator Loss: 0.6537... Generator Loss: 1.3465 Epoch 1/1... Discriminator Loss: 0.5380... Generator Loss: 1.7534 Epoch 1/1... Discriminator Loss: 0.4705... Generator Loss: 2.2452 Epoch 1/1... Discriminator Loss: 1.5209... Generator Loss: 0.5225 Epoch 1/1... Discriminator Loss: 1.2807... Generator Loss: 3.6896 Epoch 1/1... Discriminator Loss: 0.5418... Generator Loss: 3.5459 Epoch 1/1... Discriminator Loss: 1.7248... Generator Loss: 0.5192 Epoch 1/1... Discriminator Loss: 4.6136... Generator Loss: 5.8637 Epoch 1/1... Discriminator Loss: 2.1716... Generator Loss: 0.4201 Epoch 1/1... Discriminator Loss: 1.7640... Generator Loss: 2.8828 Epoch 1/1... Discriminator Loss: 2.0168... Generator Loss: 0.5191 Epoch 1/1... Discriminator Loss: 2.4177... Generator Loss: 2.5066 Epoch 1/1... Discriminator Loss: 1.5851... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 0.8155... Generator Loss: 1.5266 Epoch 1/1... Discriminator Loss: 0.9395... Generator Loss: 1.0213 Epoch 1/1... Discriminator Loss: 1.2115... Generator Loss: 0.7320 Epoch 1/1... Discriminator Loss: 1.2779... Generator Loss: 2.2326 Epoch 1/1... Discriminator Loss: 0.9543... Generator Loss: 0.9915 Epoch 1/1... Discriminator Loss: 1.0739... Generator Loss: 0.8164 Epoch 1/1... Discriminator Loss: 0.5727... Generator Loss: 1.9013
提交项目¶
提交本项目前，确保运行所有 cells 后保存该文件。
保存该文件为 "dlnd_face_generation.ipynb"， 并另存为 HTML 格式 "File" -> "Download as"。提交项目时请附带 "helper.py" 和 "problem_unittests.py" 文件。